Nameexact_genome_1518178202_55_18332_0
Workunit2991773
Created9 Feb 2018, 13:42:34 UTC
Sent9 Feb 2018, 14:20:35 UTC
Report deadline17 Mar 2018, 12:36:58 UTC
Received12 Feb 2018, 0:15:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID70592
Run time12 hours 11 min 19 sec
CPU time12 hours 9 min 21 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.61 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size167.74 MB
Peak swap size233.99 MB
Peak disk usage2.23 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
2107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3472976685
validation[          , genome 18332] predictions:    9825/  10000 (98.25%), best:    9854/10000 (98.54%), error:       555.85089, best error:       502.99551 on epoch:     4, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 445.9171752930s, input_fired_time: 7.0902199745, output_fired_time: 5.4525513649, propagate_forward_time: 157.7776336670, propagate_backward_time: 267.9414062500, weight_update_time: 0.4292444289, other_time: 7.6553955078
epoch time: 33.8576622009s, input_fired_time: 0.7344993353, output_fired_time: 0.0000000000, propagate_forward_time: 30.7769107819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3462505341
validation[          , genome 18332] predictions:    9815/  10000 (98.15%), best:    9854/10000 (98.54%), error:       572.65277, best error:       502.99551 on epoch:     4, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 447.6906127930s, input_fired_time: 8.1182622910, output_fired_time: 4.4542155266, propagate_forward_time: 160.1227569580, propagate_backward_time: 266.2778930664, weight_update_time: 0.4303420484, other_time: 8.7174682617
epoch time: 33.8048210144s, input_fired_time: 0.7384125590, output_fired_time: 0.0000000000, propagate_forward_time: 31.7295875549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3368225098
validation[          , genome 18332] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       432.69485, best error:       432.69485 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 445.4053649902s, input_fired_time: 7.1170840263, output_fired_time: 4.4478473663, propagate_forward_time: 157.9762878418, propagate_backward_time: 267.1657409668, weight_update_time: 0.4303608537, other_time: 8.6983947754
epoch time: 33.7376403809s, input_fired_time: 0.7332825661, output_fired_time: 0.0000000000, propagate_forward_time: 31.6701469421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3342094421
validation[          , genome 18332] predictions:    9837/  10000 (98.37%), best:    9856/10000 (98.56%), error:       543.13141, best error:       432.69485 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 447.2312316895s, input_fired_time: 9.1067886353, output_fired_time: 4.4563837051, propagate_forward_time: 162.8561248779, propagate_backward_time: 263.1282958984, weight_update_time: 0.4304820299, other_time: 7.6836547852
epoch time: 34.0883636475s, input_fired_time: 0.7514136434, output_fired_time: 0.0000000000, propagate_forward_time: 31.9688110352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3681373596
validation[          , genome 18332] predictions:    9842/  10000 (98.42%), best:    9856/10000 (98.56%), error:       520.23010, best error:       432.69485 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 446.8212890625s, input_fired_time: 8.1177282333, output_fired_time: 4.4611706734, propagate_forward_time: 162.0263671875, propagate_backward_time: 264.4990844727, weight_update_time: 0.4304592907, other_time: 7.7169189453
epoch time: 33.8307533264s, input_fired_time: 0.7413318753, output_fired_time: 0.0000000000, propagate_forward_time: 31.7453174591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3441028595
validation[          , genome 18332] predictions:    9860/  10000 (98.60%), best:    9856/10000 (98.56%), error:       445.76050, best error:       432.69485 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 445.9600219727s, input_fired_time: 9.1034088135, output_fired_time: 4.4782176018, propagate_forward_time: 156.0702819824, propagate_backward_time: 264.6468200684, weight_update_time: 0.4287711382, other_time: 11.6613159180
epoch time: 34.0227508545s, input_fired_time: 0.7487793565, output_fired_time: 0.0000000000, propagate_forward_time: 31.9110717773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3628997803
validation[          , genome 18332] predictions:    9825/  10000 (98.25%), best:    9856/10000 (98.56%), error:       589.40063, best error:       432.69485 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 446.8112487793s, input_fired_time: 8.1297597885, output_fired_time: 4.4563555717, propagate_forward_time: 167.1769561768, propagate_backward_time: 259.3587646484, weight_update_time: 0.4330842793, other_time: 7.6893920898
epoch time: 33.7930335999s, input_fired_time: 0.7413108349, output_fired_time: 0.0000000000, propagate_forward_time: 31.7167549133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3349685669
validation[          , genome 18332] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       419.32169, best error:       419.32169 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 445.5059814453s, input_fired_time: 7.1299195290, output_fired_time: 5.4615836143, propagate_forward_time: 163.9843750000, propagate_backward_time: 261.2505187988, weight_update_time: 0.4299180210, other_time: 7.6795959473
epoch time: 33.7490501404s, input_fired_time: 0.7424814105, output_fired_time: 0.0000000000, propagate_forward_time: 31.6716480255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3349208832
validation[          , genome 18332] predictions:    9818/  10000 (98.18%), best:    9860/10000 (98.60%), error:       616.26154, best error:       419.32169 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 445.0089111328s, input_fired_time: 7.1316924095, output_fired_time: 5.4479222298, propagate_forward_time: 158.8951873779, propagate_backward_time: 264.8539428711, weight_update_time: 0.4315379858, other_time: 8.6801757812
epoch time: 35.0971984863s, input_fired_time: 0.7571112514, output_fired_time: 0.0000000000, propagate_forward_time: 32.9792671204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3608207703
validation[          , genome 18332] predictions:    9844/  10000 (98.44%), best:    9860/10000 (98.60%), error:       493.72864, best error:       419.32169 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 445.8791809082s, input_fired_time: 8.1261081696, output_fired_time: 4.4507389069, propagate_forward_time: 155.8351593018, propagate_backward_time: 268.7831420898, weight_update_time: 0.4300726950, other_time: 8.6840209961
epoch time: 33.7208595276s, input_fired_time: 0.7457755208, output_fired_time: 0.0000000000, propagate_forward_time: 31.6358909607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3391914368
validation[          , genome 18332] predictions:    9854/  10000 (98.54%), best:    9860/10000 (98.60%), error:       455.88092, best error:       419.32169 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 446.8122558594s, input_fired_time: 8.1472635269, output_fired_time: 4.4640078545, propagate_forward_time: 159.6610260010, propagate_backward_time: 266.8438415527, weight_update_time: 0.4347660244, other_time: 7.6960754395
epoch time: 34.0926666260s, input_fired_time: 0.7507387996, output_fired_time: 0.0000000000, propagate_forward_time: 30.9736537933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3682727814
validation[          , genome 18332] predictions:    9820/  10000 (98.20%), best:    9860/10000 (98.60%), error:       551.07788, best error:       419.32169 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 448.2380981445s, input_fired_time: 10.1584777832, output_fired_time: 4.4772772789, propagate_forward_time: 164.2572021484, propagate_backward_time: 261.6163635254, weight_update_time: 0.4295847118, other_time: 7.7287902832
epoch time: 33.9778938293s, input_fired_time: 0.7505780458, output_fired_time: 0.0000000000, propagate_forward_time: 31.8703823090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3569316864
validation[          , genome 18332] predictions:    9838/  10000 (98.38%), best:    9860/10000 (98.60%), error:       498.48688, best error:       419.32169 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 445.5812683105s, input_fired_time: 9.1309185028, output_fired_time: 4.4617633820, propagate_forward_time: 158.0177917480, propagate_backward_time: 266.2802429199, weight_update_time: 0.4306201637, other_time: 7.6905517578
epoch time: 33.8564033508s, input_fired_time: 0.7435629964, output_fired_time: 0.0000000000, propagate_forward_time: 31.7770576477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3357810974
validation[          , genome 18332] predictions:    9846/  10000 (98.46%), best:    9860/10000 (98.60%), error:       460.77499, best error:       419.32169 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 445.8960876465s, input_fired_time: 8.1555089951, output_fired_time: 4.4694771767, propagate_forward_time: 158.0693511963, propagate_backward_time: 267.4371337891, weight_update_time: 0.4334681928, other_time: 7.7645874023
epoch time: 34.0850486755s, input_fired_time: 0.7540329695, output_fired_time: 0.0000000000, propagate_forward_time: 31.9626331329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3683834076
validation[          , genome 18332] predictions:    9822/  10000 (98.22%), best:    9860/10000 (98.60%), error:       520.51306, best error:       419.32169 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 446.8680725098s, input_fired_time: 8.1382131577, output_fired_time: 4.4590334892, propagate_forward_time: 158.0095977783, propagate_backward_time: 268.5573730469, weight_update_time: 0.4331393838, other_time: 7.7038574219
epoch time: 33.8328781128s, input_fired_time: 0.7429630160, output_fired_time: 0.0000000000, propagate_forward_time: 31.7518959045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3380203247
validation[          , genome 18332] predictions:    9845/  10000 (98.45%), best:    9860/10000 (98.60%), error:       506.19592, best error:       419.32169 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 445.8840332031s, input_fired_time: 7.1417627335, output_fired_time: 4.4651122093, propagate_forward_time: 159.0560607910, propagate_backward_time: 265.5110473633, weight_update_time: 0.4299599826, other_time: 9.7100524902
epoch time: 33.8128471375s, input_fired_time: 0.7426462173, output_fired_time: 0.0000000000, propagate_forward_time: 31.7234821320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3467197418
validation[          , genome 18332] predictions:    9865/  10000 (98.65%), best:    9860/10000 (98.60%), error:       450.06744, best error:       419.32169 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 448.8277587891s, input_fired_time: 8.1859846115, output_fired_time: 4.4803533554, propagate_forward_time: 163.2449798584, propagate_backward_time: 265.1179199219, weight_update_time: 0.4329536855, other_time: 7.7985229492
epoch time: 34.8839569092s, input_fired_time: 0.7468334436, output_fired_time: 0.0000000000, propagate_forward_time: 32.7953529358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3417701721
validation[          , genome 18332] predictions:    9803/  10000 (98.03%), best:    9860/10000 (98.60%), error:       657.27399, best error:       419.32169 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 444.9833374023s, input_fired_time: 11.1488323212, output_fired_time: 4.4804120064, propagate_forward_time: 157.1287994385, propagate_backward_time: 263.4822692871, weight_update_time: 0.4346077144, other_time: 8.7430114746
epoch time: 34.7868003845s, input_fired_time: 0.7421334982, output_fired_time: 0.0000000000, propagate_forward_time: 32.7093162537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3353500366
validation[          , genome 18332] predictions:    9858/  10000 (98.58%), best:    9860/10000 (98.60%), error:       446.98904, best error:       419.32169 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 445.2796936035s, input_fired_time: 7.1378579140, output_fired_time: 5.4514145851, propagate_forward_time: 163.9630737305, propagate_backward_time: 260.0468444824, weight_update_time: 0.4288311601, other_time: 8.6805114746
epoch time: 34.9467277527s, input_fired_time: 0.7556561232, output_fired_time: 0.0000000000, propagate_forward_time: 32.8287773132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3622932434
validation[          , genome 18332] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       381.95300, best error:       381.95300 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 445.3214416504s, input_fired_time: 7.1562886238, output_fired_time: 5.4666852951, propagate_forward_time: 158.2577667236, propagate_backward_time: 266.7740783691, weight_update_time: 0.4285894036, other_time: 7.6666564941
epoch time: 34.9251670837s, input_fired_time: 0.7609511018, output_fired_time: 0.0000000000, propagate_forward_time: 32.8236961365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3405189514
validation[          , genome 18332] predictions:    9843/  10000 (98.43%), best:    9892/10000 (98.92%), error:       481.57266, best error:       381.95300 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 445.5778503418s, input_fired_time: 8.1753053665, output_fired_time: 4.4608340263, propagate_forward_time: 164.3349304199, propagate_backward_time: 260.8822937012, weight_update_time: 0.4301720262, other_time: 7.7244873047
epoch time: 34.8946647644s, input_fired_time: 0.7549831867, output_fired_time: 0.0000000000, propagate_forward_time: 31.7941722870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3455104828
validation[          , genome 18332] predictions:    9859/  10000 (98.59%), best:    9892/10000 (98.92%), error:       466.75394, best error:       381.95300 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 444.2003173828s, input_fired_time: 8.1468505859, output_fired_time: 4.4535655975, propagate_forward_time: 158.9564056396, propagate_backward_time: 260.9889831543, weight_update_time: 0.4292639196, other_time: 11.6545104980
epoch time: 34.8521270752s, input_fired_time: 0.7551292181, output_fired_time: 0.0000000000, propagate_forward_time: 32.7452392578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3517570496
validation[          , genome 18332] predictions:    9876/  10000 (98.76%), best:    9892/10000 (98.92%), error:       403.73318, best error:       381.95300 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 444.3236999512s, input_fired_time: 9.1501073837, output_fired_time: 5.4577960968, propagate_forward_time: 155.9160156250, propagate_backward_time: 261.1056823730, weight_update_time: 1.4296466112, other_time: 12.6940917969
epoch time: 33.8089332581s, input_fired_time: 0.7481299043, output_fired_time: 0.0000000000, propagate_forward_time: 31.7223854065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3384170532
validation[          , genome 18332] predictions:    9842/  10000 (98.42%), best:    9892/10000 (98.92%), error:       532.46118, best error:       381.95300 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 444.5925903320s, input_fired_time: 7.1488633156, output_fired_time: 4.4457325935, propagate_forward_time: 162.7439117432, propagate_backward_time: 262.5746765137, weight_update_time: 0.4295101762, other_time: 7.6794128418
epoch time: 34.1658172607s, input_fired_time: 0.7670450211, output_fired_time: 0.0000000000, propagate_forward_time: 32.0293922424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3693809509
validation[          , genome 18332] predictions:    9875/  10000 (98.75%), best:    9892/10000 (98.92%), error:       411.88223, best error:       381.95300 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 445.8405151367s, input_fired_time: 9.1517114639, output_fired_time: 4.4452567101, propagate_forward_time: 162.8195037842, propagate_backward_time: 261.7710876465, weight_update_time: 0.4292203188, other_time: 7.6529846191
epoch time: 33.9152450562s, input_fired_time: 0.7569561005, output_fired_time: 0.0000000000, propagate_forward_time: 31.8038520813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3544349670
validation[          , genome 18332] predictions:    9863/  10000 (98.63%), best:    9892/10000 (98.92%), error:       447.63794, best error:       381.95300 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 445.2028198242s, input_fired_time: 8.1694097519, output_fired_time: 6.4579906464, propagate_forward_time: 159.0420837402, propagate_backward_time: 263.8299255371, weight_update_time: 0.4306433499, other_time: 7.7034301758
epoch time: 33.8424224854s, input_fired_time: 0.7515177727, output_fired_time: 0.0000000000, propagate_forward_time: 31.7471923828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3437118530
validation[          , genome 18332] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       348.22601, best error:       348.22601 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 444.9923706055s, input_fired_time: 8.1607799530, output_fired_time: 4.4495172501, propagate_forward_time: 155.7905426025, propagate_backward_time: 265.9010314941, weight_update_time: 0.4293973148, other_time: 10.6905212402
epoch time: 33.8912582397s, input_fired_time: 0.7530030012, output_fired_time: 0.0000000000, propagate_forward_time: 31.8006248474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3376312256
validation[          , genome 18332] predictions:    9871/  10000 (98.71%), best:    9888/10000 (98.88%), error:       413.99969, best error:       348.22601 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 446.2485351562s, input_fired_time: 7.1849927902, output_fired_time: 4.4501504898, propagate_forward_time: 158.9390869141, propagate_backward_time: 266.9937744141, weight_update_time: 0.4300410450, other_time: 8.6805114746
epoch time: 33.7970199585s, input_fired_time: 0.7536752224, output_fired_time: 0.0000000000, propagate_forward_time: 31.7073993683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3359470367
validation[          , genome 18332] predictions:    9872/  10000 (98.72%), best:    9888/10000 (98.88%), error:       403.30630, best error:       348.22601 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 443.8055114746s, input_fired_time: 7.1631040573, output_fired_time: 5.4506058693, propagate_forward_time: 159.8023376465, propagate_backward_time: 263.7334899902, weight_update_time: 0.4289683104, other_time: 7.6559753418
epoch time: 35.0783233643s, input_fired_time: 0.7635120749, output_fired_time: 0.0000000000, propagate_forward_time: 32.9559173584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3588943481
validation[          , genome 18332] predictions:    9854/  10000 (98.54%), best:    9888/10000 (98.88%), error:       430.60870, best error:       348.22601 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 447.1674804688s, input_fired_time: 8.2006568909, output_fired_time: 4.4610552788, propagate_forward_time: 158.2388153076, propagate_backward_time: 268.5544433594, weight_update_time: 0.4303142130, other_time: 7.7125244141
epoch time: 33.9214286804s, input_fired_time: 0.7625536919, output_fired_time: 0.0000000000, propagate_forward_time: 31.8030738831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3558006287
validation[          , genome 18332] predictions:    9887/  10000 (98.87%), best:    9888/10000 (98.88%), error:       360.97693, best error:       348.22601 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 446.4139709473s, input_fired_time: 7.1917204857, output_fired_time: 4.4562211037, propagate_forward_time: 161.9118957520, propagate_backward_time: 265.1515808105, weight_update_time: 0.4307755828, other_time: 7.7025756836
epoch time: 33.8530654907s, input_fired_time: 0.7597633004, output_fired_time: 0.0000000000, propagate_forward_time: 31.7513256073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3419780731
validation[          , genome 18332] predictions:    9863/  10000 (98.63%), best:    9888/10000 (98.88%), error:       466.87125, best error:       348.22601 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 443.6525268555s, input_fired_time: 7.1554641724, output_fired_time: 4.4475884438, propagate_forward_time: 155.6315155029, propagate_backward_time: 268.7586364746, weight_update_time: 0.4289631248, other_time: 7.6593322754
epoch time: 34.8645858765s, input_fired_time: 0.7578663230, output_fired_time: 0.0000000000, propagate_forward_time: 32.7570457458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3496742249
validation[          , genome 18332] predictions:    9879/  10000 (98.79%), best:    9888/10000 (98.88%), error:       374.63556, best error:       348.22601 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 444.1332397461s, input_fired_time: 10.1871347427, output_fired_time: 4.4516892433, propagate_forward_time: 158.8854522705, propagate_backward_time: 261.9283142090, weight_update_time: 0.4291818738, other_time: 8.6806335449
epoch time: 34.7573127747s, input_fired_time: 0.7548000216, output_fired_time: 0.0000000000, propagate_forward_time: 32.6614532471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3410606384
validation[          , genome 18332] predictions:    9816/  10000 (98.16%), best:    9888/10000 (98.88%), error:       536.78638, best error:       348.22601 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 443.6159057617s, input_fired_time: 8.1679649353, output_fired_time: 4.4446358681, propagate_forward_time: 155.7333526611, propagate_backward_time: 266.6087646484, weight_update_time: 0.4313282669, other_time: 8.6611938477
epoch time: 34.0570335388s, input_fired_time: 0.7657331228, output_fired_time: 0.0000000000, propagate_forward_time: 31.9167556763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3745460510
validation[          , genome 18332] predictions:    9859/  10000 (98.59%), best:    9888/10000 (98.88%), error:       416.57709, best error:       348.22601 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 444.4502868652s, input_fired_time: 8.1641721725, output_fired_time: 4.4474139214, propagate_forward_time: 161.5920562744, propagate_backward_time: 262.5908813477, weight_update_time: 0.4295541644, other_time: 7.6557617188
epoch time: 33.8260383606s, input_fired_time: 0.7535647154, output_fired_time: 0.0000000000, propagate_forward_time: 31.7293758392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3430995941
validation[          , genome 18332] predictions:    9875/  10000 (98.75%), best:    9888/10000 (98.88%), error:       385.42981, best error:       348.22601 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 445.9639587402s, input_fired_time: 7.2017354965, output_fired_time: 5.4636726379, propagate_forward_time: 163.1469421387, propagate_backward_time: 262.4551696777, weight_update_time: 0.4337238371, other_time: 7.6964416504
epoch time: 34.8407707214s, input_fired_time: 0.7586425543, output_fired_time: 0.0000000000, propagate_forward_time: 31.7413616180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3407649994
validation[          , genome 18332] predictions:    9879/  10000 (98.79%), best:    9888/10000 (98.88%), error:       397.03442, best error:       348.22601 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 445.7391357422s, input_fired_time: 9.1714944839, output_fired_time: 5.4500293732, propagate_forward_time: 158.7613677979, propagate_backward_time: 261.6978454590, weight_update_time: 0.4287652671, other_time: 10.6583557129
epoch time: 33.8863220215s, input_fired_time: 0.7552183270, output_fired_time: 0.0000000000, propagate_forward_time: 31.7894573212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3416461945
validation[          , genome 18332] predictions:    9879/  10000 (98.79%), best:    9888/10000 (98.88%), error:       374.09875, best error:       348.22601 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 446.0516052246s, input_fired_time: 8.1864824295, output_fired_time: 4.4635825157, propagate_forward_time: 156.2599487305, propagate_backward_time: 268.4645996094, weight_update_time: 0.4289492965, other_time: 8.6769714355
epoch time: 33.7575149536s, input_fired_time: 0.7544907928, output_fired_time: 0.0000000000, propagate_forward_time: 31.6719207764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3311042786
validation[          , genome 18332] predictions:    9894/  10000 (98.94%), best:    9888/10000 (98.88%), error:       355.60641, best error:       348.22601 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 447.2595825195s, input_fired_time: 8.2187194824, output_fired_time: 4.4564466476, propagate_forward_time: 165.4048919678, propagate_backward_time: 260.4939880371, weight_update_time: 0.4304140806, other_time: 8.6855163574
epoch time: 35.3383560181s, input_fired_time: 0.7760401368, output_fired_time: 0.0000000000, propagate_forward_time: 33.1574554443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4048614502
validation[          , genome 18332] predictions:    9874/  10000 (98.74%), best:    9888/10000 (98.88%), error:       378.76755, best error:       348.22601 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 444.9479980469s, input_fired_time: 8.2412214279, output_fired_time: 4.4567456245, propagate_forward_time: 161.3986968994, propagate_backward_time: 262.1867980957, weight_update_time: 0.4295705855, other_time: 8.6645202637
epoch time: 34.8425865173s, input_fired_time: 0.7563806772, output_fired_time: 0.0000000000, propagate_forward_time: 32.7465515137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3396530151
validation[          , genome 18332] predictions:    9886/  10000 (98.86%), best:    9888/10000 (98.88%), error:       357.43286, best error:       348.22601 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 445.0541992188s, input_fired_time: 7.2110199928, output_fired_time: 5.4644269943, propagate_forward_time: 166.2104644775, propagate_backward_time: 258.4990844727, weight_update_time: 0.4304388463, other_time: 7.6691894531
epoch time: 33.7923240662s, input_fired_time: 0.7613454461, output_fired_time: 0.0000000000, propagate_forward_time: 31.6941928864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3367862701
validation[          , genome 18332] predictions:    9890/  10000 (98.90%), best:    9888/10000 (98.88%), error:       387.87393, best error:       348.22601 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 446.8464355469s, input_fired_time: 8.1956052780, output_fired_time: 4.4503960609, propagate_forward_time: 159.8482666016, propagate_backward_time: 265.7066345215, weight_update_time: 0.4287076294, other_time: 8.6455078125
epoch time: 34.9359283447s, input_fired_time: 0.7669758201, output_fired_time: 0.0000000000, propagate_forward_time: 32.8366088867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3323440552
validation[          , genome 18332] predictions:    9862/  10000 (98.62%), best:    9888/10000 (98.88%), error:       432.55151, best error:       348.22601 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 446.2720642090s, input_fired_time: 7.2149786949, output_fired_time: 6.4597005844, propagate_forward_time: 156.4065551758, propagate_backward_time: 266.7608947754, weight_update_time: 0.4307002127, other_time: 9.4299621582
epoch time: 36.0527572632s, input_fired_time: 0.7612238526, output_fired_time: 0.0000000000, propagate_forward_time: 33.8539772034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4375572205
validation[          , genome 18332] predictions:    9879/  10000 (98.79%), best:    9888/10000 (98.88%), error:       437.45462, best error:       348.22601 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 452.2901000977s, input_fired_time: 7.2364892960, output_fired_time: 6.4600229263, propagate_forward_time: 158.5859375000, propagate_backward_time: 270.2726745605, weight_update_time: 0.4311502278, other_time: 9.7349853516
epoch time: 35.3737754822s, input_fired_time: 0.7831280828, output_fired_time: 0.0000000000, propagate_forward_time: 33.1149978638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4756507874
validation[          , genome 18332] predictions:    9884/  10000 (98.84%), best:    9888/10000 (98.88%), error:       367.74734, best error:       348.22601 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 446.7469177246s, input_fired_time: 7.2334012985, output_fired_time: 4.4526596069, propagate_forward_time: 159.3072967529, propagate_backward_time: 264.9455871582, weight_update_time: 1.4295423031, other_time: 10.8079528809
epoch time: 35.0148353577s, input_fired_time: 0.7664619684, output_fired_time: 0.0000000000, propagate_forward_time: 31.8469715118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4014034271
validation[          , genome 18332] predictions:    9873/  10000 (98.73%), best:    9888/10000 (98.88%), error:       400.65317, best error:       348.22601 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 448.4268798828s, input_fired_time: 7.2548618317, output_fired_time: 6.4672551155, propagate_forward_time: 157.2182312012, propagate_backward_time: 266.7631835938, weight_update_time: 0.4298197031, other_time: 10.7233581543
epoch time: 33.8067398071s, input_fired_time: 0.7633511424, output_fired_time: 0.0000000000, propagate_forward_time: 31.7118129730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3315753937
validation[          , genome 18332] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       337.40405, best error:       337.40405 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 447.5766906738s, input_fired_time: 7.2323513031, output_fired_time: 4.4554948807, propagate_forward_time: 162.0258331299, propagate_backward_time: 265.1882934570, weight_update_time: 0.4288842678, other_time: 8.6746826172
epoch time: 33.7818908691s, input_fired_time: 0.7651404142, output_fired_time: 0.0000000000, propagate_forward_time: 31.6816883087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3350620270
validation[          , genome 18332] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       380.97028, best error:       337.40405 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 447.9143066406s, input_fired_time: 8.2658376694, output_fired_time: 4.4759535789, propagate_forward_time: 164.5998382568, propagate_backward_time: 261.8475036621, weight_update_time: 0.4341405928, other_time: 8.7251892090
epoch time: 33.8676605225s, input_fired_time: 0.7703634501, output_fired_time: 0.0000000000, propagate_forward_time: 30.7453136444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3519840240
validation[          , genome 18332] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       332.75763, best error:       332.75763 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 448.0388488770s, input_fired_time: 10.2958726883, output_fired_time: 5.4710092545, propagate_forward_time: 158.8846130371, propagate_backward_time: 264.3579101562, weight_update_time: 0.4333551824, other_time: 9.0294494629
epoch time: 35.2713088989s, input_fired_time: 0.7851871252, output_fired_time: 0.0000000000, propagate_forward_time: 32.0857849121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4003372192
validation[          , genome 18332] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       352.82697, best error:       332.75763 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 443.6227111816s, input_fired_time: 8.2229824066, output_fired_time: 4.4512934685, propagate_forward_time: 162.7098388672, propagate_backward_time: 259.6060791016, weight_update_time: 0.4284682870, other_time: 8.6325073242
epoch time: 33.7905960083s, input_fired_time: 0.7622126341, output_fired_time: 0.0000000000, propagate_forward_time: 31.6942253113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3341598511
validation[          , genome 18332] predictions:    9902/  10000 (99.02%), best:    9900/10000 (99.00%), error:       349.90732, best error:       332.75763 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 446.2567443848s, input_fired_time: 8.2197694778, output_fired_time: 4.4535074234, propagate_forward_time: 159.8291931152, propagate_backward_time: 266.0378723145, weight_update_time: 0.4301200509, other_time: 7.7164001465
epoch time: 33.8005599976s, input_fired_time: 0.7624793053, output_fired_time: 0.0000000000, propagate_forward_time: 31.7002887726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3377933502
validation[          , genome 18332] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       369.90903, best error:       332.75763 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 445.8512573242s, input_fired_time: 7.2132954597, output_fired_time: 4.4507780075, propagate_forward_time: 159.7098236084, propagate_backward_time: 266.8450012207, weight_update_time: 0.4280728102, other_time: 7.6323547363
epoch time: 33.8074073792s, input_fired_time: 0.7625976205, output_fired_time: 0.0000000000, propagate_forward_time: 31.6974048615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3474063873
validation[          , genome 18332] predictions:    9880/  10000 (98.80%), best:    9900/10000 (99.00%), error:       369.99869, best error:       332.75763 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 445.6777038574s, input_fired_time: 7.2039427757, output_fired_time: 5.4518432617, propagate_forward_time: 164.7047729492, propagate_backward_time: 259.6757202148, weight_update_time: 0.4281227589, other_time: 8.6414184570
epoch time: 33.8062820435s, input_fired_time: 0.7665097713, output_fired_time: 0.0000000000, propagate_forward_time: 31.7016773224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3380947113
validation[          , genome 18332] predictions:    9873/  10000 (98.73%), best:    9900/10000 (99.00%), error:       395.35257, best error:       332.75763 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 445.6539306641s, input_fired_time: 7.2188696861, output_fired_time: 5.4553637505, propagate_forward_time: 160.7111663818, propagate_backward_time: 262.6077270508, weight_update_time: 0.4283626378, other_time: 9.6608276367
epoch time: 33.9643173218s, input_fired_time: 0.7735276818, output_fired_time: 0.0000000000, propagate_forward_time: 31.8306255341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3601627350
validation[          , genome 18332] predictions:    9878/  10000 (98.78%), best:    9900/10000 (99.00%), error:       401.12686, best error:       332.75763 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 447.1171569824s, input_fired_time: 8.2327175140, output_fired_time: 4.4561095238, propagate_forward_time: 159.8351287842, propagate_backward_time: 266.9345092773, weight_update_time: 0.4297041595, other_time: 7.6586914062
epoch time: 33.7994842529s, input_fired_time: 0.7634834647, output_fired_time: 0.0000000000, propagate_forward_time: 31.7052345276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3307647705
validation[          , genome 18332] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       330.53775, best error:       330.53775 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 445.5771179199s, input_fired_time: 7.2425570488, output_fired_time: 5.4554820061, propagate_forward_time: 160.0218505859, propagate_backward_time: 264.1618347168, weight_update_time: 0.4312707484, other_time: 8.6954040527
epoch time: 33.7795715332s, input_fired_time: 1.7643532753, output_fired_time: 0.0000000000, propagate_forward_time: 30.6787261963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3364906311
validation[          , genome 18332] predictions:    9900/  10000 (99.00%), best:    9895/10000 (98.95%), error:       351.99496, best error:       330.53775 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 444.7322387695s, input_fired_time: 7.2429742813, output_fired_time: 4.4514842033, propagate_forward_time: 165.8837738037, propagate_backward_time: 259.4906616211, weight_update_time: 0.4293237627, other_time: 7.6633300781
epoch time: 33.8461456299s, input_fired_time: 0.7692821622, output_fired_time: 0.0000000000, propagate_forward_time: 31.7321281433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3447341919
validation[          , genome 18332] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       322.58426, best error:       322.58426 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 449.1134948730s, input_fired_time: 8.3076982498, output_fired_time: 4.4842991829, propagate_forward_time: 160.7162170410, propagate_backward_time: 265.4422607422, weight_update_time: 0.4318270683, other_time: 10.1629943848
epoch time: 33.9509124756s, input_fired_time: 0.7740562558, output_fired_time: 0.0000000000, propagate_forward_time: 31.8248920441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3519649506
validation[          , genome 18332] predictions:    9891/  10000 (98.91%), best:    9901/10000 (99.01%), error:       369.57623, best error:       322.58426 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 447.8843994141s, input_fired_time: 7.2660174370, output_fired_time: 5.4665093422, propagate_forward_time: 163.4917297363, propagate_backward_time: 262.9706726074, weight_update_time: 0.4300329983, other_time: 8.6894531250
epoch time: 34.0498542786s, input_fired_time: 0.7772297263, output_fired_time: 0.0000000000, propagate_forward_time: 30.9088325500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3637924194
validation[          , genome 18332] predictions:    9866/  10000 (98.66%), best:    9901/10000 (99.01%), error:       444.60501, best error:       322.58426 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 447.6355285645s, input_fired_time: 7.2997884750, output_fired_time: 6.4656372070, propagate_forward_time: 157.6110382080, propagate_backward_time: 267.9484863281, weight_update_time: 0.4352254272, other_time: 8.3106079102
epoch time: 34.8692932129s, input_fired_time: 0.7730253935, output_fired_time: 0.0000000000, propagate_forward_time: 32.7553291321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3409385681
validation[          , genome 18332] predictions:    9891/  10000 (98.91%), best:    9901/10000 (99.01%), error:       348.68610, best error:       322.58426 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 445.5714721680s, input_fired_time: 7.2521944046, output_fired_time: 5.4474906921, propagate_forward_time: 157.0023345947, propagate_backward_time: 267.1130676270, weight_update_time: 0.4299933612, other_time: 8.7563781738
epoch time: 34.8144493103s, input_fired_time: 0.7689651251, output_fired_time: 0.0000000000, propagate_forward_time: 32.7117080688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3337745667
validation[          , genome 18332] predictions:    9896/  10000 (98.96%), best:    9901/10000 (99.01%), error:       340.18857, best error:       322.58426 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 445.2241210938s, input_fired_time: 7.2628445625, output_fired_time: 4.4579210281, propagate_forward_time: 158.0528869629, propagate_backward_time: 266.3946533203, weight_update_time: 0.4313130081, other_time: 9.0558166504
epoch time: 35.0434494019s, input_fired_time: 0.7759538889, output_fired_time: 0.0000000000, propagate_forward_time: 32.8539314270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4135627747
validation[          , genome 18332] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       315.66837, best error:       315.66837 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 446.2483215332s, input_fired_time: 8.2928915024, output_fired_time: 6.4734663963, propagate_forward_time: 159.3393249512, propagate_backward_time: 261.9025573730, weight_update_time: 0.4299305379, other_time: 10.2400817871
epoch time: 34.7996978760s, input_fired_time: 0.7740331888, output_fired_time: 0.0000000000, propagate_forward_time: 32.6882629395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3374023438
validation[          , genome 18332] predictions:    9904/  10000 (99.04%), best:    9903/10000 (99.03%), error:       326.34827, best error:       315.66837 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 444.4076843262s, input_fired_time: 7.2526445389, output_fired_time: 4.4496612549, propagate_forward_time: 160.6165771484, propagate_backward_time: 262.4425048828, weight_update_time: 0.4294492602, other_time: 9.6463012695
epoch time: 34.9688110352s, input_fired_time: 0.7805178165, output_fired_time: 0.0000000000, propagate_forward_time: 32.8317794800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3565139771
validation[          , genome 18332] predictions:    9904/  10000 (99.04%), best:    9903/10000 (99.03%), error:       330.51151, best error:       315.66837 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 448.4588928223s, input_fired_time: 7.2738251686, output_fired_time: 5.4615445137, propagate_forward_time: 160.4530181885, propagate_backward_time: 266.0220642090, weight_update_time: 1.4336193800, other_time: 9.2484436035
epoch time: 34.1757545471s, input_fired_time: 0.7719694972, output_fired_time: 0.0000000000, propagate_forward_time: 31.9654197693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4383659363
validation[          , genome 18332] predictions:    9904/  10000 (99.04%), best:    9903/10000 (99.03%), error:       330.83005, best error:       315.66837 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 449.0881042480s, input_fired_time: 8.2975778580, output_fired_time: 4.4785218239, propagate_forward_time: 159.3506469727, propagate_backward_time: 267.9722290039, weight_update_time: 0.4297593236, other_time: 8.9891357422
epoch time: 33.9128952026s, input_fired_time: 0.7770982981, output_fired_time: 0.0000000000, propagate_forward_time: 31.7885189056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3472766876
validation[          , genome 18332] predictions:    9902/  10000 (99.02%), best:    9903/10000 (99.03%), error:       322.32944, best error:       315.66837 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 446.5944213867s, input_fired_time: 7.2626132965, output_fired_time: 5.4557347298, propagate_forward_time: 162.0841827393, propagate_backward_time: 263.1357116699, weight_update_time: 0.4291430414, other_time: 8.6561584473
epoch time: 33.9728507996s, input_fired_time: 0.7771820426, output_fired_time: 0.0000000000, propagate_forward_time: 31.8301162720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3655509949
validation[          , genome 18332] predictions:    9904/  10000 (99.04%), best:    9903/10000 (99.03%), error:       324.16437, best error:       315.66837 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 447.8881225586s, input_fired_time: 7.2979526520, output_fired_time: 5.4571866989, propagate_forward_time: 157.0607910156, propagate_backward_time: 270.3825378418, weight_update_time: 0.4298074543, other_time: 7.6896667480
epoch time: 34.7914161682s, input_fired_time: 0.7725650668, output_fired_time: 0.0000000000, propagate_forward_time: 32.6847190857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3341331482
validation[          , genome 18332] predictions:    9896/  10000 (98.96%), best:    9903/10000 (99.03%), error:       320.43405, best error:       315.66837 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 446.6937561035s, input_fired_time: 9.2937622070, output_fired_time: 5.4620313644, propagate_forward_time: 161.2215728760, propagate_backward_time: 262.6126708984, weight_update_time: 0.4297387898, other_time: 8.1036987305
epoch time: 35.3415946960s, input_fired_time: 0.7815542817, output_fired_time: 0.0000000000, propagate_forward_time: 33.0803756714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4796638489
validation[          , genome 18332] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       307.97549, best error:       307.97549 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 449.9678649902s, input_fired_time: 7.2830162048, output_fired_time: 4.4882626534, propagate_forward_time: 161.0886383057, propagate_backward_time: 267.1525878906, weight_update_time: 0.4318173528, other_time: 9.9553833008
epoch time: 33.8311080933s, input_fired_time: 1.7745521069, output_fired_time: 0.0000000000, propagate_forward_time: 30.7089595795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3475971222
validation[          , genome 18332] predictions:    9900/  10000 (99.00%), best:    9907/10000 (99.07%), error:       315.57346, best error:       307.97549 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 446.8596496582s, input_fired_time: 10.2680664062, output_fired_time: 6.4520545006, propagate_forward_time: 158.7377471924, propagate_backward_time: 262.7204589844, weight_update_time: 0.4291272163, other_time: 8.6813354492
epoch time: 33.8550109863s, input_fired_time: 0.7780242562, output_fired_time: 0.0000000000, propagate_forward_time: 31.7260189056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3509693146
validation[          , genome 18332] predictions:    9891/  10000 (98.91%), best:    9907/10000 (99.07%), error:       352.54507, best error:       307.97549 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 444.6775512695s, input_fired_time: 8.2654218674, output_fired_time: 6.4506306648, propagate_forward_time: 156.7399749756, propagate_backward_time: 264.5733642578, weight_update_time: 0.4285088480, other_time: 8.6481933594
epoch time: 34.1101226807s, input_fired_time: 0.7885857224, output_fired_time: 0.0000000000, propagate_forward_time: 31.9120502472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4094867706
validation[          , genome 18332] predictions:    9901/  10000 (99.01%), best:    9907/10000 (99.07%), error:       321.88254, best error:       307.97549 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 446.0096130371s, input_fired_time: 7.2743797302, output_fired_time: 4.4526820183, propagate_forward_time: 158.8178863525, propagate_backward_time: 267.7763061523, weight_update_time: 0.4284283519, other_time: 7.6883544922
epoch time: 33.8846549988s, input_fired_time: 0.7771146894, output_fired_time: 0.0000000000, propagate_forward_time: 31.7639560699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3435840607
validation[          , genome 18332] predictions:    9903/  10000 (99.03%), best:    9907/10000 (99.07%), error:       327.51602, best error:       307.97549 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 445.8697204590s, input_fired_time: 8.2762575150, output_fired_time: 6.4581198692, propagate_forward_time: 154.6959228516, propagate_backward_time: 265.7807006836, weight_update_time: 1.4296059608, other_time: 10.6587219238
epoch time: 33.8964462280s, input_fired_time: 1.7807536125, output_fired_time: 0.0000000000, propagate_forward_time: 30.7634048462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3522872925
validation[          , genome 18332] predictions:    9905/  10000 (99.05%), best:    9907/10000 (99.07%), error:       314.70523, best error:       307.97549 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 444.0305480957s, input_fired_time: 7.2937021255, output_fired_time: 4.4548344612, propagate_forward_time: 159.7584838867, propagate_backward_time: 263.7995300293, weight_update_time: 0.4291727543, other_time: 8.7239990234
epoch time: 35.1892280579s, input_fired_time: 0.7808386683, output_fired_time: 0.0000000000, propagate_forward_time: 32.9284095764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4799804688
validation[          , genome 18332] predictions:    9887/  10000 (98.87%), best:    9907/10000 (99.07%), error:       360.03326, best error:       307.97549 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 447.6718444824s, input_fired_time: 8.3163118362, output_fired_time: 4.4650278091, propagate_forward_time: 160.6477508545, propagate_backward_time: 266.2583007812, weight_update_time: 0.4329970181, other_time: 7.9844360352
epoch time: 33.8855819702s, input_fired_time: 0.7824654579, output_fired_time: 0.0000000000, propagate_forward_time: 31.7540016174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3491134644
validation[          , genome 18332] predictions:    9902/  10000 (99.02%), best:    9907/10000 (99.07%), error:       309.71429, best error:       307.97549 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 445.4530334473s, input_fired_time: 8.2994117737, output_fired_time: 4.4523506165, propagate_forward_time: 160.9179382324, propagate_backward_time: 263.0101928711, weight_update_time: 0.4307695925, other_time: 8.7731323242
epoch time: 33.8950042725s, input_fired_time: 0.7817710042, output_fired_time: 0.0000000000, propagate_forward_time: 31.7664318085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3467998505
validation[          , genome 18332] predictions:    9904/  10000 (99.04%), best:    9907/10000 (99.07%), error:       313.03186, best error:       307.97549 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 446.2525939941s, input_fired_time: 9.3034887314, output_fired_time: 4.4580864906, propagate_forward_time: 160.1544189453, propagate_backward_time: 264.3921203613, weight_update_time: 0.4301667511, other_time: 7.9444580078
epoch time: 35.1726455688s, input_fired_time: 0.7791993022, output_fired_time: 0.0000000000, propagate_forward_time: 32.9306335449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4628143311
validation[          , genome 18332] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       332.57263, best error:       307.97549 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 447.5205993652s, input_fired_time: 8.3116626740, output_fired_time: 4.4692497253, propagate_forward_time: 163.4659118652, propagate_backward_time: 261.1565551758, weight_update_time: 0.4331657290, other_time: 10.1172180176
epoch time: 33.8876724243s, input_fired_time: 0.7811405659, output_fired_time: 0.0000000000, propagate_forward_time: 30.7631702423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3433628082
validation[          , genome 18332] predictions:    9880/  10000 (98.80%), best:    9907/10000 (99.07%), error:       393.01947, best error:       307.97549 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 445.7013549805s, input_fired_time: 8.2730178833, output_fired_time: 5.4488215446, propagate_forward_time: 158.7424316406, propagate_backward_time: 264.5487060547, weight_update_time: 0.4303278923, other_time: 8.6883850098
epoch time: 33.9109840393s, input_fired_time: 0.7779038548, output_fired_time: 0.0000000000, propagate_forward_time: 31.7855110168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3475685120
validation[          , genome 18332] predictions:    9914/  10000 (99.14%), best:    9907/10000 (99.07%), error:       312.66473, best error:       307.97549 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 446.4038391113s, input_fired_time: 7.3046112061, output_fired_time: 4.4622502327, propagate_forward_time: 157.9285125732, propagate_backward_time: 269.0229797363, weight_update_time: 0.4303347170, other_time: 7.6855163574
epoch time: 33.9629516602s, input_fired_time: 0.7842290401, output_fired_time: 0.0000000000, propagate_forward_time: 31.8252849579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3534374237
validation[          , genome 18332] predictions:    9900/  10000 (99.00%), best:    9907/10000 (99.07%), error:       320.10953, best error:       307.97549 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 444.5600891113s, input_fired_time: 7.2774209976, output_fired_time: 4.4501214027, propagate_forward_time: 157.6741027832, propagate_backward_time: 267.4953613281, weight_update_time: 0.4286245406, other_time: 7.6630554199
epoch time: 33.8985366821s, input_fired_time: 0.7806985378, output_fired_time: 0.0000000000, propagate_forward_time: 31.7784805298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3393592834
validation[          , genome 18332] predictions:    9909/  10000 (99.09%), best:    9907/10000 (99.07%), error:       318.46078, best error:       307.97549 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 443.9399108887s, input_fired_time: 8.2917861938, output_fired_time: 4.4517498016, propagate_forward_time: 158.7463684082, propagate_backward_time: 264.7717285156, weight_update_time: 0.4301470816, other_time: 7.6782836914
epoch time: 34.8201675415s, input_fired_time: 0.7799150944, output_fired_time: 0.0000000000, propagate_forward_time: 32.6987380981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3415145874
validation[          , genome 18332] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       305.95547, best error:       305.95547 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 444.1106262207s, input_fired_time: 8.2990131378, output_fired_time: 5.4531545639, propagate_forward_time: 161.8674621582, propagate_backward_time: 259.8263854980, weight_update_time: 0.4297584891, other_time: 8.6646118164
epoch time: 35.0943794250s, input_fired_time: 0.7882361412, output_fired_time: 0.0000000000, propagate_forward_time: 32.9510688782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3550758362
validation[          , genome 18332] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       304.26431, best error:       304.26431 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 445.7278137207s, input_fired_time: 7.3010401726, output_fired_time: 5.4654321671, propagate_forward_time: 160.0417785645, propagate_backward_time: 265.2586975098, weight_update_time: 0.4300962687, other_time: 7.6608886719
epoch time: 34.8719406128s, input_fired_time: 0.7821668983, output_fired_time: 0.0000000000, propagate_forward_time: 32.7400817871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3496932983
validation[          , genome 18332] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       326.94781, best error:       304.26431 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 448.5177612305s, input_fired_time: 8.3437824249, output_fired_time: 4.4732279778, propagate_forward_time: 159.8327026367, propagate_backward_time: 267.1344299316, weight_update_time: 0.4303756356, other_time: 8.7336120605
epoch time: 33.9423599243s, input_fired_time: 0.7829899788, output_fired_time: 0.0000000000, propagate_forward_time: 31.8147201538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3446502686
validation[          , genome 18332] predictions:    9908/  10000 (99.08%), best:    9904/10000 (99.04%), error:       315.91711, best error:       304.26431 on epoch:    98, 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: 171.4234771729s, input_fired_time: 3.9493093491, output_fired_time: 0.0000000000, propagate_forward_time: 159.6790771484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.7950897217
best training[          , genome 18332] predictions:   49994/  50000 (99.99%), best:    9904/10000 (99.04%), error:       154.01674, best error:       304.26431 on epoch:    98, 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: 35.0045814514s, input_fired_time: 0.7843576074, output_fired_time: 0.0000000000, propagate_forward_time: 32.8679389954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3522834778
   testing[          , genome 18332] predictions:    9899/  10000 (98.99%), best:    9904/10000 (99.04%), error:       324.86111, best error:       304.26431 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:50:36 (9389): called boinc_finish(0)

</stderr_txt>
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