Nameexact_genome_1512568488_44_7132_0
Workunit2606980
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline20 Dec 2017, 22:06:57 UTC
Received8 Dec 2017, 18:12:36 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time5 hours 36 min 32 sec
CPU time4 hours 53 min 16 sec
Validate stateValid
Credit3,228.17
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.39 MB
Peak swap size160.34 MB
Peak disk usage2.30 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
    9760/10000 (97.60%), error:       888.38031, best error:       810.52441 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 158.8115386963s, input_fired_time: 1.8523241282, output_fired_time: 1.5453487635, propagate_forward_time: 58.3086051941, propagate_backward_time: 94.1880645752, weight_update_time: 0.1452139020, other_time: 2.9171905518
epoch time: 13.4299440384s, input_fired_time: 0.2335344106, output_fired_time: 0.0000000000, propagate_forward_time: 12.6498880386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465211868
validation[          , genome  7132] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       784.47449, best error:       784.47449 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 161.7636260986s, input_fired_time: 1.8710916042, output_fired_time: 1.5609139204, propagate_forward_time: 59.6623573303, propagate_backward_time: 95.7095489502, weight_update_time: 0.1481558383, other_time: 2.9597167969
epoch time: 12.6073923111s, input_fired_time: 0.2234590799, output_fired_time: 0.0000000000, propagate_forward_time: 11.8497295380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342035294
validation[          , genome  7132] predictions:    9709/  10000 (97.09%), best:    9767/10000 (97.67%), error:       995.65662, best error:       784.47449 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 164.2289276123s, input_fired_time: 1.8884789944, output_fired_time: 1.5807523727, propagate_forward_time: 60.6776847839, propagate_backward_time: 97.0916824341, weight_update_time: 0.1498987526, other_time: 2.9903335571
epoch time: 12.0178766251s, input_fired_time: 0.2152424157, output_fired_time: 0.0000000000, propagate_forward_time: 11.2870130539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156211853
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9767/10000 (97.67%), error:       787.01831, best error:       784.47449 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 161.1246185303s, input_fired_time: 1.8649953604, output_fired_time: 1.5547112226, propagate_forward_time: 59.3691101074, propagate_backward_time: 95.3689956665, weight_update_time: 0.1481030732, other_time: 2.9668045044
epoch time: 12.9270696640s, input_fired_time: 0.2273795903, output_fired_time: 0.0000000000, propagate_forward_time: 12.1598701477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398197174
validation[          , genome  7132] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       803.91718, best error:       784.47449 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 167.2951507568s, input_fired_time: 1.9085600376, output_fired_time: 1.5965719223, propagate_forward_time: 61.9375572205, propagate_backward_time: 98.8190917969, weight_update_time: 0.1527106613, other_time: 3.0333709717
epoch time: 13.2154588699s, input_fired_time: 0.2309610099, output_fired_time: 0.0000000000, propagate_forward_time: 12.4355106354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489873886
validation[          , genome  7132] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       914.99237, best error:       784.47449 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 166.3928833008s, input_fired_time: 1.8973948956, output_fired_time: 1.6024351120, propagate_forward_time: 61.1403541565, propagate_backward_time: 98.7389526367, weight_update_time: 0.1510747820, other_time: 3.0137481689
epoch time: 12.7193088531s, input_fired_time: 0.2257354409, output_fired_time: 0.0000000000, propagate_forward_time: 11.9531583786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404148102
validation[          , genome  7132] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       881.24799, best error:       784.47449 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 211.6528778076s, input_fired_time: 2.2339408398, output_fired_time: 2.2163259983, propagate_forward_time: 77.2349853516, propagate_backward_time: 126.0786666870, weight_update_time: 0.1592790633, other_time: 3.8889541626
epoch time: 19.5279884338s, input_fired_time: 0.2496933490, output_fired_time: 0.0000000000, propagate_forward_time: 18.4369201660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8413753510
validation[          , genome  7132] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       753.67078, best error:       753.67078 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 249.7007598877s, input_fired_time: 2.5458912849, output_fired_time: 2.7746510506, propagate_forward_time: 92.4887619019, propagate_backward_time: 147.3689117432, weight_update_time: 0.1679591537, other_time: 4.5225372314
epoch time: 20.2911357880s, input_fired_time: 0.2560232282, output_fired_time: 0.0000000000, propagate_forward_time: 19.4329128265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6021995544
validation[          , genome  7132] predictions:    9739/  10000 (97.39%), best:    9796/10000 (97.96%), error:       869.60394, best error:       753.67078 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 243.5228271484s, input_fired_time: 2.0232512951, output_fired_time: 3.4922919273, propagate_forward_time: 91.7085571289, propagate_backward_time: 141.5872955322, weight_update_time: 0.1632707715, other_time: 4.7114257813
epoch time: 19.5713634491s, input_fired_time: 0.5038144588, output_fired_time: 0.0000000000, propagate_forward_time: 18.4771976471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5903511047
validation[          , genome  7132] predictions:    9745/  10000 (97.45%), best:    9796/10000 (97.96%), error:       818.19702, best error:       753.67078 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 239.0994110107s, input_fired_time: 2.5039274693, output_fired_time: 2.7213203907, propagate_forward_time: 89.4434890747, propagate_backward_time: 140.4954071045, weight_update_time: 0.1615345776, other_time: 3.9352874756
epoch time: 18.3543949127s, input_fired_time: 0.4900921583, output_fired_time: 0.0000000000, propagate_forward_time: 16.7974090576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0668945313
validation[          , genome  7132] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       730.84393, best error:       730.84393 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 238.3624267578s, input_fired_time: 2.4904749393, output_fired_time: 3.2046163082, propagate_forward_time: 87.4255447388, propagate_backward_time: 139.8275299072, weight_update_time: 0.4108877182, other_time: 5.4142608643
epoch time: 17.1370220184s, input_fired_time: 0.2302442044, output_fired_time: 0.0000000000, propagate_forward_time: 16.3618755341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449028015
validation[          , genome  7132] predictions:    9741/  10000 (97.41%), best:    9794/10000 (97.94%), error:       857.82056, best error:       730.84393 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 233.7917633057s, input_fired_time: 2.4720594883, output_fired_time: 2.1846697330, propagate_forward_time: 88.7189636230, propagate_backward_time: 136.7806854248, weight_update_time: 0.4088830352, other_time: 3.6353759766
epoch time: 17.9798736572s, input_fired_time: 0.2354795039, output_fired_time: 0.0000000000, propagate_forward_time: 16.6692695618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0751247406
validation[          , genome  7132] predictions:    9728/  10000 (97.28%), best:    9794/10000 (97.94%), error:       827.36346, best error:       730.84393 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 236.8930358887s, input_fired_time: 2.7373085022, output_fired_time: 2.1997146606, propagate_forward_time: 87.6820144653, propagate_backward_time: 139.6103057861, weight_update_time: 0.4106136262, other_time: 4.6637115479
epoch time: 20.0268211365s, input_fired_time: 0.2544965148, output_fired_time: 0.0000000000, propagate_forward_time: 18.1744785309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5978469849
validation[          , genome  7132] predictions:    9757/  10000 (97.57%), best:    9794/10000 (97.94%), error:       806.51300, best error:       730.84393 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 236.6923370361s, input_fired_time: 2.2364919186, output_fired_time: 2.2005593777, propagate_forward_time: 86.1238327026, propagate_backward_time: 141.4807739258, weight_update_time: 0.1597487032, other_time: 4.6506652832
epoch time: 19.7704124451s, input_fired_time: 0.5013141036, output_fired_time: 0.0000000000, propagate_forward_time: 18.1777954102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0913028717
validation[          , genome  7132] predictions:    9755/  10000 (97.55%), best:    9794/10000 (97.94%), error:       766.22437, best error:       730.84393 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 242.0559387207s, input_fired_time: 2.2656781673, output_fired_time: 3.2333886623, propagate_forward_time: 88.5353851318, propagate_backward_time: 144.0698699951, weight_update_time: 0.1635579914, other_time: 3.9516296387
epoch time: 20.8378238678s, input_fired_time: 0.2613932192, output_fired_time: 0.0000000000, propagate_forward_time: 19.9655246735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6109066010
validation[          , genome  7132] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       748.15649, best error:       730.84393 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 239.3985595703s, input_fired_time: 3.2491245270, output_fired_time: 2.2176597118, propagate_forward_time: 89.0450820923, propagate_backward_time: 140.7073516846, weight_update_time: 0.1616538912, other_time: 4.1793365479
epoch time: 19.6851482391s, input_fired_time: 0.5016226172, output_fired_time: 0.0000000000, propagate_forward_time: 18.5956363678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5878887177
validation[          , genome  7132] predictions:    9759/  10000 (97.59%), best:    9794/10000 (97.94%), error:       789.29230, best error:       730.84393 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 241.0447692871s, input_fired_time: 3.5121388435, output_fired_time: 2.4829127789, propagate_forward_time: 89.7867355347, propagate_backward_time: 140.5749511719, weight_update_time: 0.1625119448, other_time: 4.6880187988
epoch time: 16.3749008179s, input_fired_time: 0.4746762812, output_fired_time: 0.0000000000, propagate_forward_time: 15.3693838120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308408737
validation[          , genome  7132] predictions:    9767/  10000 (97.67%), best:    9794/10000 (97.94%), error:       777.87231, best error:       730.84393 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 213.2740478516s, input_fired_time: 2.3775072098, output_fired_time: 2.0504598618, propagate_forward_time: 79.0912094116, propagate_backward_time: 125.7860183716, weight_update_time: 0.3975850344, other_time: 3.9688644409
epoch time: 15.3771038055s, input_fired_time: 0.2154958844, output_fired_time: 0.0000000000, propagate_forward_time: 14.6484670639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131406784
validation[          , genome  7132] predictions:    9738/  10000 (97.38%), best:    9794/10000 (97.94%), error:       829.59253, best error:       730.84393 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 167.8883819580s, input_fired_time: 1.8494448662, output_fired_time: 1.7609604597, propagate_forward_time: 62.6452178955, propagate_backward_time: 98.7262039185, weight_update_time: 0.1439727843, other_time: 2.9065628052
epoch time: 12.3428239822s, input_fired_time: 0.2258178890, output_fired_time: 0.0000000000, propagate_forward_time: 11.5908269882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5261793137
validation[          , genome  7132] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       777.65198, best error:       730.84393 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 137.8133850098s, input_fired_time: 1.7360432148, output_fired_time: 1.3601313829, propagate_forward_time: 49.8509674072, propagate_backward_time: 82.1470489502, weight_update_time: 0.1312797219, other_time: 2.7191925049
epoch time: 10.0878353119s, input_fired_time: 0.1951185018, output_fired_time: 0.0000000000, propagate_forward_time: 9.4166765213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760398865
validation[          , genome  7132] predictions:    9735/  10000 (97.35%), best:    9794/10000 (97.94%), error:       908.79144, best error:       730.84393 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 134.2726745605s, input_fired_time: 1.7116506100, output_fired_time: 1.3291468620, propagate_forward_time: 48.3758583069, propagate_backward_time: 80.1645965576, weight_update_time: 0.1288363785, other_time: 2.6914215088
epoch time: 9.3670272827s, input_fired_time: 0.1877855211, output_fired_time: 0.0000000000, propagate_forward_time: 8.7214918137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577503204
validation[          , genome  7132] predictions:    9693/  10000 (96.93%), best:    9794/10000 (97.94%), error:       981.00732, best error:       730.84393 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 135.6232299805s, input_fired_time: 1.7250202894, output_fired_time: 1.3406049013, propagate_forward_time: 48.8826370239, propagate_backward_time: 80.9788665771, weight_update_time: 0.1296468526, other_time: 2.6960983276
epoch time: 9.5539407730s, input_fired_time: 0.1907822639, output_fired_time: 0.0000000000, propagate_forward_time: 8.9004011154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4627571106
validation[          , genome  7132] predictions:    9747/  10000 (97.47%), best:    9794/10000 (97.94%), error:       797.58563, best error:       730.84393 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 143.1150512695s, input_fired_time: 1.7722697258, output_fired_time: 1.4071321487, propagate_forward_time: 51.9561347961, propagate_backward_time: 85.2008285522, weight_update_time: 0.1354141682, other_time: 2.7786941528
epoch time: 10.5024271011s, input_fired_time: 0.2032823563, output_fired_time: 0.0000000000, propagate_forward_time: 9.8157587051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833860397
validation[          , genome  7132] predictions:    9777/  10000 (97.77%), best:    9794/10000 (97.94%), error:       762.31458, best error:       730.84393 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 151.4361877441s, input_fired_time: 1.8262556791, output_fired_time: 1.4750427008, propagate_forward_time: 55.3886108398, propagate_backward_time: 89.8871612549, weight_update_time: 0.1406724304, other_time: 2.8591308594
epoch time: 9.3628253937s, input_fired_time: 0.1874362975, output_fired_time: 0.0000000000, propagate_forward_time: 8.7168636322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585256577
validation[          , genome  7132] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       724.07526, best error:       724.07526 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 133.6317901611s, input_fired_time: 1.7115505934, output_fired_time: 1.3257837296, propagate_forward_time: 48.0194892883, propagate_backward_time: 79.9109878540, weight_update_time: 0.1278098375, other_time: 2.6639785767
epoch time: 10.8138704300s, input_fired_time: 0.2065178007, output_fired_time: 0.0000000000, propagate_forward_time: 10.1164903641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4908618927
validation[          , genome  7132] predictions:    9749/  10000 (97.49%), best:    9792/10000 (97.92%), error:       756.43988, best error:       724.07526 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 138.4356536865s, input_fired_time: 1.7515624762, output_fired_time: 1.3645213842, propagate_forward_time: 50.0344543457, propagate_backward_time: 82.5743865967, weight_update_time: 0.1313855946, other_time: 2.7107391357
epoch time: 10.1457052231s, input_fired_time: 0.2000198811, output_fired_time: 0.0000000000, propagate_forward_time: 9.4715709686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4741144180
validation[          , genome  7132] predictions:    9755/  10000 (97.55%), best:    9792/10000 (97.92%), error:       815.08618, best error:       724.07526 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 132.7223968506s, input_fired_time: 1.7059029341, output_fired_time: 1.3187766075, propagate_forward_time: 47.7373809814, propagate_backward_time: 79.3090209961, weight_update_time: 0.1271738261, other_time: 2.6513214111
epoch time: 10.8535747528s, input_fired_time: 0.2059689015, output_fired_time: 0.0000000000, propagate_forward_time: 10.1565237045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910821915
validation[          , genome  7132] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       710.69421, best error:       710.69421 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 132.3933868408s, input_fired_time: 1.7012546062, output_fired_time: 1.3121190071, propagate_forward_time: 47.4836921692, propagate_backward_time: 79.2487258911, weight_update_time: 0.1271114647, other_time: 2.6476058960
epoch time: 12.9721622467s, input_fired_time: 0.2329890877, output_fired_time: 0.0000000000, propagate_forward_time: 12.1962480545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429248810
validation[          , genome  7132] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       719.86011, best error:       710.69421 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 131.4060974121s, input_fired_time: 1.6964439154, output_fired_time: 1.3028973341, propagate_forward_time: 47.1470947266, propagate_backward_time: 78.6299972534, weight_update_time: 0.1257796884, other_time: 2.6296615601
epoch time: 9.3628168106s, input_fired_time: 0.1878832430, output_fired_time: 0.0000000000, propagate_forward_time: 8.7220687866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528646469
validation[          , genome  7132] predictions:    9756/  10000 (97.56%), best:    9783/10000 (97.83%), error:       836.07062, best error:       710.69421 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 130.8160552979s, input_fired_time: 1.6903320551, output_fired_time: 1.2977583408, propagate_forward_time: 46.9041137695, propagate_backward_time: 78.2948989868, weight_update_time: 0.1257321090, other_time: 2.6289443970
epoch time: 9.4030590057s, input_fired_time: 0.1920167208, output_fired_time: 0.0000000000, propagate_forward_time: 8.7544546127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565877914
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9783/10000 (97.83%), error:       787.54956, best error:       710.69421 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 157.7381439209s, input_fired_time: 2.4826018810, output_fired_time: 1.3406336308, propagate_forward_time: 56.8553657532, propagate_backward_time: 93.3629150391, weight_update_time: 0.1300164908, other_time: 3.6966247559
epoch time: 13.0172100067s, input_fired_time: 0.1955706477, output_fired_time: 0.0000000000, propagate_forward_time: 12.3533878326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682512283
validation[          , genome  7132] predictions:    9779/  10000 (97.79%), best:    9783/10000 (97.83%), error:       765.07397, best error:       710.69421 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 200.1589965820s, input_fired_time: 2.3244485855, output_fired_time: 2.2126214504, propagate_forward_time: 74.0830535889, propagate_backward_time: 117.9269180298, weight_update_time: 0.1404553056, other_time: 3.6119613647
epoch time: 15.3594932556s, input_fired_time: 0.2172709405, output_fired_time: 0.0000000000, propagate_forward_time: 14.1204099655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0218124390
validation[          , genome  7132] predictions:    9736/  10000 (97.36%), best:    9783/10000 (97.83%), error:       785.54865, best error:       710.69421 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 224.6725769043s, input_fired_time: 2.1952672005, output_fired_time: 1.6200785637, propagate_forward_time: 81.8181991577, propagate_backward_time: 134.7307891846, weight_update_time: 0.4038068652, other_time: 4.3082427979
epoch time: 14.3563470840s, input_fired_time: 0.2091269344, output_fired_time: 0.0000000000, propagate_forward_time: 13.6542901993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929304123
validation[          , genome  7132] predictions:    9788/  10000 (97.88%), best:    9783/10000 (97.83%), error:       723.34857, best error:       710.69421 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 209.9470825195s, input_fired_time: 3.1244580746, output_fired_time: 1.7774879932, propagate_forward_time: 76.1154098511, propagate_backward_time: 125.7443237305, weight_update_time: 0.1450341940, other_time: 3.1854248047
epoch time: 16.1071586609s, input_fired_time: 0.4727786779, output_fired_time: 0.0000000000, propagate_forward_time: 15.1081495285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262308121
validation[          , genome  7132] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       697.84357, best error:       697.84357 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 195.2169342041s, input_fired_time: 2.0607607365, output_fired_time: 1.6832697392, propagate_forward_time: 73.6865768433, propagate_backward_time: 114.2094116211, weight_update_time: 0.1378855407, other_time: 3.5769119263
epoch time: 17.7535820007s, input_fired_time: 0.2372909933, output_fired_time: 0.0000000000, propagate_forward_time: 16.9650039673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512866974
validation[          , genome  7132] predictions:    9786/  10000 (97.86%), best:    9790/10000 (97.90%), error:       738.52142, best error:       697.84357 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 195.7648773193s, input_fired_time: 2.5557467937, output_fired_time: 1.9314900637, propagate_forward_time: 71.2762298584, propagate_backward_time: 116.1756210327, weight_update_time: 0.1378660351, other_time: 3.8257980347
epoch time: 15.6956691742s, input_fired_time: 0.2217720300, output_fired_time: 0.0000000000, propagate_forward_time: 14.9541444778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197525024
validation[          , genome  7132] predictions:    9782/  10000 (97.82%), best:    9790/10000 (97.90%), error:       702.38397, best error:       697.84357 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 212.2315368652s, input_fired_time: 2.6379373074, output_fired_time: 2.3005485535, propagate_forward_time: 79.1266860962, propagate_backward_time: 124.7140426636, weight_update_time: 0.1464089453, other_time: 3.4523086548
epoch time: 18.5008563995s, input_fired_time: 0.2435722649, output_fired_time: 0.0000000000, propagate_forward_time: 17.6932964325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5639877319
validation[          , genome  7132] predictions:    9787/  10000 (97.87%), best:    9790/10000 (97.90%), error:       725.79657, best error:       697.84357 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 186.4290161133s, input_fired_time: 3.5119981766, output_fired_time: 1.8700317144, propagate_forward_time: 67.2041015625, propagate_backward_time: 110.5929565430, weight_update_time: 0.1332135499, other_time: 3.2499389648
epoch time: 14.3864374161s, input_fired_time: 0.7086073160, output_fired_time: 0.0000000000, propagate_forward_time: 13.1819353104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958944321
validation[          , genome  7132] predictions:    9752/  10000 (97.52%), best:    9790/10000 (97.90%), error:       801.88495, best error:       697.84357 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 161.1816558838s, input_fired_time: 2.2125401497, output_fired_time: 1.3150782585, propagate_forward_time: 58.3303833008, propagate_backward_time: 96.1622924805, weight_update_time: 0.1270925105, other_time: 3.1613616943
epoch time: 11.2253561020s, input_fired_time: 0.2133264691, output_fired_time: 0.0000000000, propagate_forward_time: 10.5141658783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978637695
validation[          , genome  7132] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       657.36316, best error:       657.36316 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 127.3940048218s, input_fired_time: 1.6789329052, output_fired_time: 1.2702533007, propagate_forward_time: 45.5071220398, propagate_backward_time: 76.3390655518, weight_update_time: 0.1235002577, other_time: 2.5986328125
epoch time: 9.7988872528s, input_fired_time: 0.1974357814, output_fired_time: 0.0000000000, propagate_forward_time: 9.1363801956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650716782
validation[          , genome  7132] predictions:    9758/  10000 (97.58%), best:    9809/10000 (98.09%), error:       827.65723, best error:       657.36316 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 130.5930938721s, input_fired_time: 1.6988735199, output_fired_time: 1.2980953455, propagate_forward_time: 46.7650527954, propagate_backward_time: 78.1966247559, weight_update_time: 0.1253081709, other_time: 2.6344528198
epoch time: 9.4053497314s, input_fired_time: 0.1929936409, output_fired_time: 0.0000000000, propagate_forward_time: 8.7536487579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587078094
validation[          , genome  7132] predictions:    9766/  10000 (97.66%), best:    9809/10000 (98.09%), error:       743.73120, best error:       657.36316 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 137.1441650391s, input_fired_time: 1.7485865355, output_fired_time: 1.3507601023, propagate_forward_time: 49.5103683472, propagate_backward_time: 81.8205871582, weight_update_time: 0.1308142096, other_time: 2.7138748169
epoch time: 10.0952739716s, input_fired_time: 0.2007699907, output_fired_time: 0.0000000000, propagate_forward_time: 9.4216060638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728975296
validation[          , genome  7132] predictions:    9798/  10000 (97.98%), best:    9809/10000 (98.09%), error:       665.35553, best error:       657.36316 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 131.9743804932s, input_fired_time: 1.7156456709, output_fired_time: 1.3118901253, propagate_forward_time: 47.3207015991, propagate_backward_time: 78.9696655273, weight_update_time: 0.1264719069, other_time: 2.6564712524
epoch time: 9.8611478806s, input_fired_time: 0.1977808625, output_fired_time: 0.0000000000, propagate_forward_time: 9.1921272278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712400436
validation[          , genome  7132] predictions:    9812/  10000 (98.12%), best:    9809/10000 (98.09%), error:       664.84430, best error:       657.36316 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 126.3270416260s, input_fired_time: 1.6795285940, output_fired_time: 1.2610753775, propagate_forward_time: 45.1570663452, propagate_backward_time: 75.6297378540, weight_update_time: 0.1228812635, other_time: 2.5996322632
epoch time: 10.1308126450s, input_fired_time: 0.2008411288, output_fired_time: 0.0000000000, propagate_forward_time: 9.4536552429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763164520
validation[          , genome  7132] predictions:    9757/  10000 (97.57%), best:    9809/10000 (98.09%), error:       800.54114, best error:       657.36316 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 133.4032745361s, input_fired_time: 1.7258359194, output_fired_time: 1.3206270933, propagate_forward_time: 48.0500602722, propagate_backward_time: 79.6324615479, weight_update_time: 0.1275584102, other_time: 2.6742858887
epoch time: 10.3112812042s, input_fired_time: 0.2031190693, output_fired_time: 0.0000000000, propagate_forward_time: 9.6302080154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779539108
validation[          , genome  7132] predictions:    9741/  10000 (97.41%), best:    9809/10000 (98.09%), error:       876.58136, best error:       657.36316 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 132.1580352783s, input_fired_time: 1.7189294100, output_fired_time: 1.3093185425, propagate_forward_time: 47.5036163330, propagate_backward_time: 78.9560775757, weight_update_time: 0.1271309108, other_time: 2.6700973511
epoch time: 9.4429435730s, input_fired_time: 0.1931338906, output_fired_time: 0.0000000000, propagate_forward_time: 8.7856369019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641723633
validation[          , genome  7132] predictions:    9811/  10000 (98.11%), best:    9809/10000 (98.09%), error:       690.92627, best error:       657.36316 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 134.7957305908s, input_fired_time: 1.7377564907, output_fired_time: 1.3316559792, propagate_forward_time: 48.5624198914, propagate_backward_time: 80.4816284180, weight_update_time: 0.1288041323, other_time: 2.6822662354
epoch time: 11.7315979004s, input_fired_time: 0.2209343463, output_fired_time: 0.0000000000, propagate_forward_time: 10.9986610413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120029449
validation[          , genome  7132] predictions:    9747/  10000 (97.47%), best:    9809/10000 (98.09%), error:       897.11401, best error:       657.36316 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 134.4810333252s, input_fired_time: 1.7338089943, output_fired_time: 1.3310662508, propagate_forward_time: 48.3560638428, propagate_backward_time: 80.3756332397, weight_update_time: 0.1287165135, other_time: 2.6844558716
epoch time: 11.2730073929s, input_fired_time: 0.2144498378, output_fired_time: 0.0000000000, propagate_forward_time: 10.5527429581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058145523
validation[          , genome  7132] predictions:    9775/  10000 (97.75%), best:    9809/10000 (98.09%), error:       782.00433, best error:       657.36316 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 137.0446624756s, input_fired_time: 1.7469782829, output_fired_time: 1.3528482914, propagate_forward_time: 49.4264221191, propagate_backward_time: 81.7967758179, weight_update_time: 0.1312674135, other_time: 2.7216415405
epoch time: 10.9351234436s, input_fired_time: 0.2102692872, output_fired_time: 0.0000000000, propagate_forward_time: 10.2315111160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933433533
validation[          , genome  7132] predictions:    9766/  10000 (97.66%), best:    9809/10000 (98.09%), error:       809.56323, best error:       657.36316 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 137.1921997070s, input_fired_time: 1.7509534359, output_fired_time: 1.3548463583, propagate_forward_time: 49.5156402588, propagate_backward_time: 81.8547058105, weight_update_time: 0.1309571713, other_time: 2.7160644531
epoch time: 10.8902406693s, input_fired_time: 0.2101546079, output_fired_time: 0.0000000000, propagate_forward_time: 10.1825084686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975776672
validation[          , genome  7132] predictions:    9778/  10000 (97.78%), best:    9809/10000 (98.09%), error:       744.09503, best error:       657.36316 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 138.7612152100s, input_fired_time: 1.7641842365, output_fired_time: 1.3677891493, propagate_forward_time: 50.2467193604, propagate_backward_time: 82.6463470459, weight_update_time: 0.1317655146, other_time: 2.7361755371
epoch time: 11.3683691025s, input_fired_time: 0.2180113643, output_fired_time: 0.0000000000, propagate_forward_time: 10.6466073990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037508011
validation[          , genome  7132] predictions:    9778/  10000 (97.78%), best:    9809/10000 (98.09%), error:       719.64691, best error:       657.36316 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 137.3846282959s, input_fired_time: 1.7549275160, output_fired_time: 1.3544011116, propagate_forward_time: 49.5440826416, propagate_backward_time: 82.0093383789, weight_update_time: 0.1306447834, other_time: 2.7218780518
epoch time: 9.9076557159s, input_fired_time: 0.1990921795, output_fired_time: 0.0000000000, propagate_forward_time: 9.2387990952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697647095
validation[          , genome  7132] predictions:    9787/  10000 (97.87%), best:    9809/10000 (98.09%), error:       732.93634, best error:       657.36316 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 134.8483428955s, input_fired_time: 1.7380696535, output_fired_time: 1.3350766897, propagate_forward_time: 48.5554847717, propagate_backward_time: 80.5249710083, weight_update_time: 0.1288809478, other_time: 2.6947402954
epoch time: 10.2150230408s, input_fired_time: 0.2042413950, output_fired_time: 0.0000000000, propagate_forward_time: 9.5369710922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4738101959
validation[          , genome  7132] predictions:    9791/  10000 (97.91%), best:    9809/10000 (98.09%), error:       739.79321, best error:       657.36316 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 178.9650115967s, input_fired_time: 2.6470580101, output_fired_time: 1.5376319885, propagate_forward_time: 66.7460250854, propagate_backward_time: 105.0770492554, weight_update_time: 0.1470216662, other_time: 2.9572448730
epoch time: 22.2501945496s, input_fired_time: 0.2806841135, output_fired_time: 0.0000000000, propagate_forward_time: 21.0818767548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8876342773
validation[          , genome  7132] predictions:    9706/  10000 (97.06%), best:    9809/10000 (98.09%), error:       997.67883, best error:       657.36316 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 224.9183502197s, input_fired_time: 2.4583554268, output_fired_time: 2.3714292049, propagate_forward_time: 80.8589630127, propagate_backward_time: 134.4254760742, weight_update_time: 0.1525943726, other_time: 4.8041229248
epoch time: 17.4913024902s, input_fired_time: 0.4870152473, output_fired_time: 0.0000000000, propagate_forward_time: 16.4576225281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466651917
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9809/10000 (98.09%), error:       734.29578, best error:       657.36316 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 248.5369110107s, input_fired_time: 3.3210670948, output_fired_time: 2.0255599022, propagate_forward_time: 92.6696166992, propagate_backward_time: 145.2709808350, weight_update_time: 0.4160262942, other_time: 5.2496948242
epoch time: 19.8718414307s, input_fired_time: 0.2606077492, output_fired_time: 0.0000000000, propagate_forward_time: 18.7675590515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8436737061
validation[          , genome  7132] predictions:    9776/  10000 (97.76%), best:    9809/10000 (98.09%), error:       756.36487, best error:       657.36316 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 246.1601562500s, input_fired_time: 3.3136234283, output_fired_time: 2.2525527477, propagate_forward_time: 92.6123504639, propagate_backward_time: 143.2473144531, weight_update_time: 0.4149778783, other_time: 4.7343139648
epoch time: 20.1019001007s, input_fired_time: 0.2619339526, output_fired_time: 0.0000000000, propagate_forward_time: 18.9930763245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8468894958
validation[          , genome  7132] predictions:    9749/  10000 (97.49%), best:    9809/10000 (98.09%), error:       818.53021, best error:       657.36316 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 238.9608154297s, input_fired_time: 2.2820761204, output_fired_time: 1.9611856937, propagate_forward_time: 88.7867584229, propagate_backward_time: 142.0102539063, weight_update_time: 0.4109520316, other_time: 3.9205474854
epoch time: 19.0347461700s, input_fired_time: 0.2527089715, output_fired_time: 0.0000000000, propagate_forward_time: 17.9567451477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8252925873
validation[          , genome  7132] predictions:    9802/  10000 (98.02%), best:    9809/10000 (98.09%), error:       681.01648, best error:       657.36316 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 251.6167297363s, input_fired_time: 3.8444366455, output_fired_time: 2.5391848087, propagate_forward_time: 93.1072998047, propagate_backward_time: 147.5878295898, weight_update_time: 0.4187478721, other_time: 4.5379791260
epoch time: 21.0954627991s, input_fired_time: 0.5213614106, output_fired_time: 0.0000000000, propagate_forward_time: 19.7106704712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8634300232
validation[          , genome  7132] predictions:    9771/  10000 (97.71%), best:    9809/10000 (98.09%), error:       792.61719, best error:       657.36316 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 258.1099243164s, input_fired_time: 2.8814847469, output_fired_time: 2.5827672482, propagate_forward_time: 94.8336639404, propagate_backward_time: 153.7268829346, weight_update_time: 0.1721335649, other_time: 4.0851287842
epoch time: 21.1774387360s, input_fired_time: 0.2725625932, output_fired_time: 0.0000000000, propagate_forward_time: 19.7888679504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1160087585
validation[          , genome  7132] predictions:    9781/  10000 (97.81%), best:    9809/10000 (98.09%), error:       765.38098, best error:       657.36316 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 257.3036804199s, input_fired_time: 3.6239368916, output_fired_time: 2.3430535793, propagate_forward_time: 99.6537322998, propagate_backward_time: 147.0902099609, weight_update_time: 0.1719430238, other_time: 4.5927581787
epoch time: 21.2235355377s, input_fired_time: 0.2748160064, output_fired_time: 0.0000000000, propagate_forward_time: 20.0838432312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8648757935
validation[          , genome  7132] predictions:    9765/  10000 (97.65%), best:    9809/10000 (98.09%), error:       778.92010, best error:       657.36316 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 256.2628479004s, input_fired_time: 2.8694772720, output_fired_time: 2.0760853291, propagate_forward_time: 94.6024627686, propagate_backward_time: 152.4082031250, weight_update_time: 0.1700082272, other_time: 4.3066253662
epoch time: 21.0127773285s, input_fired_time: 0.2706139684, output_fired_time: 0.0000000000, propagate_forward_time: 19.8860511780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8561115265
validation[          , genome  7132] predictions:    9801/  10000 (98.01%), best:    9809/10000 (98.09%), error:       701.72058, best error:       657.36316 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 246.9752502441s, input_fired_time: 2.8223538399, output_fired_time: 3.0206897259, propagate_forward_time: 92.4725875854, propagate_backward_time: 144.6747436523, weight_update_time: 0.1656126380, other_time: 3.9848632813
epoch time: 18.9368515015s, input_fired_time: 0.2521530092, output_fired_time: 0.0000000000, propagate_forward_time: 17.8609542847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8237438202
validation[          , genome  7132] predictions:    9802/  10000 (98.02%), best:    9809/10000 (98.09%), error:       678.75916, best error:       657.36316 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 242.7358703613s, input_fired_time: 3.0595617294, output_fired_time: 2.7428345680, propagate_forward_time: 92.2918319702, propagate_backward_time: 140.9314575195, weight_update_time: 0.1636869907, other_time: 3.7102050781
epoch time: 21.8152484894s, input_fired_time: 0.2791726887, output_fired_time: 0.0000000000, propagate_forward_time: 20.6617889404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8742866516
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9809/10000 (98.09%), error:       789.23383, best error:       657.36316 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 255.6971893311s, input_fired_time: 2.3701236248, output_fired_time: 2.3298184872, propagate_forward_time: 95.7166213989, propagate_backward_time: 150.9731597900, weight_update_time: 0.1701064557, other_time: 4.3074798584
epoch time: 21.5546226501s, input_fired_time: 0.2747555673, output_fired_time: 0.0000000000, propagate_forward_time: 20.4089832306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8708839417
validation[          , genome  7132] predictions:    9757/  10000 (97.57%), best:    9809/10000 (98.09%), error:       851.20972, best error:       657.36316 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 258.0913085938s, input_fired_time: 3.3854000568, output_fired_time: 2.3259110451, propagate_forward_time: 95.3825988770, propagate_backward_time: 151.6499481201, weight_update_time: 0.4225216210, other_time: 5.3474426270
epoch time: 20.0450839996s, input_fired_time: 0.2643157542, output_fired_time: 0.0000000000, propagate_forward_time: 18.9342269897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8465404510
validation[          , genome  7132] predictions:    9665/  10000 (96.65%), best:    9809/10000 (98.09%), error:      1094.35461, best error:       657.36316 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 251.1888732910s, input_fired_time: 2.3501446247, output_fired_time: 2.2956104279, propagate_forward_time: 92.5697326660, propagate_backward_time: 149.7086486816, weight_update_time: 0.1675147265, other_time: 4.2647399902
epoch time: 18.7695674896s, input_fired_time: 0.7508903742, output_fired_time: 0.0000000000, propagate_forward_time: 17.4477920532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5708847046
validation[          , genome  7132] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       653.23669, best error:       653.23669 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 237.0474548340s, input_fired_time: 2.7808434963, output_fired_time: 2.6974380016, propagate_forward_time: 86.8270950317, propagate_backward_time: 139.0872802734, weight_update_time: 0.6597412825, other_time: 5.6548156738
epoch time: 18.2155437469s, input_fired_time: 0.2470938414, output_fired_time: 0.0000000000, propagate_forward_time: 17.1545028687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8139476776
validation[          , genome  7132] predictions:    9783/  10000 (97.83%), best:    9799/10000 (97.99%), error:       721.59717, best error:       653.23669 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 234.3905487061s, input_fired_time: 3.2623329163, output_fired_time: 1.9313942194, propagate_forward_time: 89.5858688354, propagate_backward_time: 135.2310638428, weight_update_time: 0.1579448879, other_time: 4.3798980713
epoch time: 17.1901035309s, input_fired_time: 0.2387542576, output_fired_time: 0.0000000000, propagate_forward_time: 16.4066486359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447006226
validation[          , genome  7132] predictions:    9765/  10000 (97.65%), best:    9799/10000 (97.99%), error:       777.76672, best error:       653.23669 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 245.7201538086s, input_fired_time: 2.5710575581, output_fired_time: 2.0090565681, propagate_forward_time: 94.7037277222, propagate_backward_time: 142.4593811035, weight_update_time: 0.1645921469, other_time: 3.9769287109
epoch time: 20.4391994476s, input_fired_time: 0.2687727809, output_fired_time: 0.0000000000, propagate_forward_time: 19.3176193237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8528079987
validation[          , genome  7132] predictions:    9770/  10000 (97.70%), best:    9799/10000 (97.99%), error:       790.32751, best error:       653.23669 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 245.5493011475s, input_fired_time: 2.8265933990, output_fired_time: 2.0113182068, propagate_forward_time: 91.8446044922, propagate_backward_time: 144.8787384033, weight_update_time: 0.1654078215, other_time: 3.9880371094
epoch time: 19.2651576996s, input_fired_time: 0.2577012479, output_fired_time: 0.0000000000, propagate_forward_time: 18.1734771729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8339786530
validation[          , genome  7132] predictions:    9793/  10000 (97.93%), best:    9799/10000 (97.99%), error:       707.15387, best error:       653.23669 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 256.3295593262s, input_fired_time: 2.3722071648, output_fired_time: 1.8143805265, propagate_forward_time: 94.9944152832, propagate_backward_time: 153.3336334229, weight_update_time: 0.1703774184, other_time: 3.8149261475
epoch time: 19.9097194672s, input_fired_time: 0.2620209754, output_fired_time: 0.0000000000, propagate_forward_time: 18.8046989441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8430004120
validation[          , genome  7132] predictions:    9796/  10000 (97.96%), best:    9799/10000 (97.99%), error:       718.47308, best error:       653.23669 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 221.8495635986s, input_fired_time: 2.5503532887, output_fired_time: 2.2103626728, propagate_forward_time: 82.8928756714, propagate_backward_time: 130.5022735596, weight_update_time: 0.4124710858, other_time: 3.6937103271
epoch time: 13.3986454010s, input_fired_time: 0.2442967147, output_fired_time: 0.0000000000, propagate_forward_time: 12.5954799652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588684082
validation[          , genome  7132] predictions:    9769/  10000 (97.69%), best:    9799/10000 (97.99%), error:       772.34448, best error:       653.23669 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 164.7956848145s, input_fired_time: 1.9508668184, output_fired_time: 1.5873088837, propagate_forward_time: 60.5657806396, propagate_backward_time: 97.6785049438, weight_update_time: 0.1506395638, other_time: 3.0132217407
epoch time: 11.6373500824s, input_fired_time: 0.2241871655, output_fired_time: 0.0000000000, propagate_forward_time: 10.8997211456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134420395
validation[          , genome  7132] predictions:    9777/  10000 (97.77%), best:    9799/10000 (97.99%), error:       752.22284, best error:       653.23669 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 166.5001831055s, input_fired_time: 1.9675612450, output_fired_time: 1.6023086309, propagate_forward_time: 61.6653137207, propagate_backward_time: 98.2320251465, weight_update_time: 0.1515647620, other_time: 3.0329742432
epoch time: 12.7571563721s, input_fired_time: 0.2375147492, output_fired_time: 0.0000000000, propagate_forward_time: 11.9743194580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453224182
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9799/10000 (97.99%), error:       793.84052, best error:       653.23669 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 165.9585113525s, input_fired_time: 1.9586584568, output_fired_time: 1.5947780609, propagate_forward_time: 60.9793815613, propagate_backward_time: 98.4050292969, weight_update_time: 0.1506585628, other_time: 3.0206604004
epoch time: 12.9341745377s, input_fired_time: 0.2394311875, output_fired_time: 0.0000000000, propagate_forward_time: 12.1486654282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460777283
validation[          , genome  7132] predictions:    9771/  10000 (97.71%), best:    9799/10000 (97.99%), error:       795.30035, best error:       653.23669 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 169.4372253418s, input_fired_time: 1.9822208881, output_fired_time: 1.6245028973, propagate_forward_time: 62.6222457886, propagate_backward_time: 100.1313171387, weight_update_time: 0.1547059715, other_time: 3.0769424438
epoch time: 13.5447006226s, input_fired_time: 0.2464737743, output_fired_time: 0.0000000000, propagate_forward_time: 12.7388095856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5594177246
validation[          , genome  7132] predictions:    9783/  10000 (97.83%), best:    9799/10000 (97.99%), error:       728.57678, best error:       653.23669 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 166.8166656494s, input_fired_time: 1.9652216434, output_fired_time: 1.6161954403, propagate_forward_time: 61.3129119873, propagate_backward_time: 98.8796691895, weight_update_time: 0.1526117772, other_time: 3.0426635742
epoch time: 13.2517147064s, input_fired_time: 0.2441390604, output_fired_time: 0.0000000000, propagate_forward_time: 12.4510717392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5565042496
validation[          , genome  7132] predictions:    9754/  10000 (97.54%), best:    9799/10000 (97.99%), error:       792.12213, best error:       653.23669 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 172.4175415039s, input_fired_time: 1.9971172810, output_fired_time: 1.6490002871, propagate_forward_time: 63.3736114502, propagate_backward_time: 102.3022613525, weight_update_time: 0.1559603363, other_time: 3.0955505371
epoch time: 13.4625797272s, input_fired_time: 0.2459428310, output_fired_time: 0.0000000000, propagate_forward_time: 12.6589202881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577163696
validation[          , genome  7132] predictions:    9697/  10000 (96.97%), best:    9799/10000 (97.99%), error:      1044.22766, best error:       653.23669 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 170.8407592773s, input_fired_time: 1.9938011169, output_fired_time: 1.6440491676, propagate_forward_time: 63.1271362305, propagate_backward_time: 100.9889373779, weight_update_time: 0.1556618214, other_time: 3.0868377686
epoch time: 13.5237474442s, input_fired_time: 0.2467185408, output_fired_time: 0.0000000000, propagate_forward_time: 12.7184572220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585718155
validation[          , genome  7132] predictions:    9741/  10000 (97.41%), best:    9799/10000 (97.99%), error:       846.16083, best error:       653.23669 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 169.1285705566s, input_fired_time: 1.9869576693, output_fired_time: 1.6373125315, propagate_forward_time: 62.6529617310, propagate_backward_time: 99.7894668579, weight_update_time: 0.1533736587, other_time: 3.0618743896
epoch time: 13.1989374161s, input_fired_time: 0.2434484065, output_fired_time: 0.0000000000, propagate_forward_time: 12.4066200256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488691330
validation[          , genome  7132] predictions:    9793/  10000 (97.93%), best:    9799/10000 (97.99%), error:       691.18311, best error:       653.23669 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 167.2240600586s, input_fired_time: 1.9719642401, output_fired_time: 1.6111983061, propagate_forward_time: 61.7625541687, propagate_backward_time: 98.8375015259, weight_update_time: 0.1521438509, other_time: 3.0408401489
epoch time: 12.4997673035s, input_fired_time: 0.2356238961, output_fired_time: 0.0000000000, propagate_forward_time: 11.7305049896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336380005
validation[          , genome  7132] predictions:    9790/  10000 (97.90%), best:    9799/10000 (97.99%), error:       695.85034, best error:       653.23669 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 167.6517028809s, input_fired_time: 1.9790725708, output_fired_time: 1.6178303957, propagate_forward_time: 62.1704597473, propagate_backward_time: 98.8239440918, weight_update_time: 0.1536967754, other_time: 3.0604095459
epoch time: 13.5354986191s, input_fired_time: 0.2465592921, output_fired_time: 0.0000000000, propagate_forward_time: 12.7345247269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5544147491
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9799/10000 (97.99%), error:       732.73724, best error:       653.23669 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 173.2237701416s, input_fired_time: 2.0106694698, output_fired_time: 1.6575895548, propagate_forward_time: 64.0824203491, propagate_backward_time: 102.3887557983, weight_update_time: 0.1551380903, other_time: 3.0843353271
epoch time: 13.7421226501s, input_fired_time: 0.2495720088, output_fired_time: 0.0000000000, propagate_forward_time: 12.9314317703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611190796
validation[          , genome  7132] predictions:    9792/  10000 (97.92%), best:    9799/10000 (97.99%), error:       674.83911, best error:       653.23669 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 177.2413024902s, input_fired_time: 2.0335988998, output_fired_time: 1.6952708960, propagate_forward_time: 65.4775390625, propagate_backward_time: 104.8914794922, weight_update_time: 0.1590088159, other_time: 3.1434173584
epoch time: 14.0766096115s, input_fired_time: 0.2542127967, output_fired_time: 0.0000000000, propagate_forward_time: 13.2524595261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5699377060
validation[          , genome  7132] predictions:    9805/  10000 (98.05%), best:    9799/10000 (97.99%), error:       700.91089, best error:       653.23669 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 177.4889373779s, input_fired_time: 2.0456585884, output_fired_time: 1.7015353441, propagate_forward_time: 66.0348281860, propagate_backward_time: 104.5530014038, weight_update_time: 0.1604399234, other_time: 3.1539154053
epoch time: 14.0501289368s, input_fired_time: 0.2530726194, output_fired_time: 0.0000000000, propagate_forward_time: 13.2282867432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5687694550
validation[          , genome  7132] predictions:    9733/  10000 (97.33%), best:    9799/10000 (97.99%), error:       890.56555, best error:       653.23669 on epoch:    81, 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: 70.2032165527s, input_fired_time: 1.2646664381, output_fired_time: 0.0000000000, propagate_forward_time: 66.0295944214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9089584351
best training[          , genome  7132] predictions:   49836/  50000 (99.67%), best:    9799/10000 (97.99%), error:       882.35577, best error:       653.23669 on epoch:    81, 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: 13.8597478867s, input_fired_time: 0.2478818595, output_fired_time: 0.0000000000, propagate_forward_time: 13.0457496643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661163330
   testing[          , genome  7132] predictions:    9822/  10000 (98.22%), best:    9799/10000 (97.99%), error:       568.25153, best error:       653.23669 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:23:14 (10744): called boinc_finish(0)

</stderr_txt>
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