Nameexact_genome_1512568488_42_6726_1
Workunit2604843
Created7 Dec 2017, 21:27:46 UTC
Sent7 Dec 2017, 21:33:13 UTC
Report deadline14 Dec 2017, 18:11:14 UTC
Received8 Dec 2017, 1:54:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID17432
Run time1 hours 43 min 44 sec
CPU time1 hours 39 min 16 sec
Validate stateValid
Credit1,714.94
Device peak FLOPS4.37 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.25 MB
Peak swap size159.57 MB
Peak disk usage2.27 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
time: 0.0000000000, propagate_forward_time: 3.8039772511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5954864025
validation[          , genome  6726] predictions:    9677/  10000 (96.77%), best:    9737/10000 (97.37%), error:      1094.45520, best error:       919.33893 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 54.7270317078s, input_fired_time: 1.3840944767, output_fired_time: 1.0954815149, propagate_forward_time: 18.8616256714, propagate_backward_time: 30.0256290436, weight_update_time: 0.1810359061, other_time: 3.3602008820
epoch time: 4.6156873703s, input_fired_time: 0.1779366583, output_fired_time: 0.0000000000, propagate_forward_time: 3.8120987415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256520748
validation[          , genome  6726] predictions:    9693/  10000 (96.93%), best:    9737/10000 (97.37%), error:      1046.20422, best error:       919.33893 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 55.1241798401s, input_fired_time: 1.3698384762, output_fired_time: 1.0973998308, propagate_forward_time: 18.9612255096, propagate_backward_time: 30.2962627411, weight_update_time: 0.1813457757, other_time: 3.3994541168
epoch time: 4.5704836845s, input_fired_time: 0.1743953824, output_fired_time: 0.0000000000, propagate_forward_time: 3.8020145893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940735340
validation[          , genome  6726] predictions:    9695/  10000 (96.95%), best:    9737/10000 (97.37%), error:       985.21265, best error:       919.33893 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 55.5252418518s, input_fired_time: 1.3970931768, output_fired_time: 1.1298261881, propagate_forward_time: 19.1257724762, propagate_backward_time: 30.5163631439, weight_update_time: 0.1787036210, other_time: 3.3561878204
epoch time: 4.5668716431s, input_fired_time: 0.1797527224, output_fired_time: 0.0000000000, propagate_forward_time: 3.7863214016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6007974148
validation[          , genome  6726] predictions:    9709/  10000 (97.09%), best:    9737/10000 (97.37%), error:      1012.32068, best error:       919.33893 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 56.6313896179s, input_fired_time: 1.3687719107, output_fired_time: 1.1591075659, propagate_forward_time: 19.4443626404, propagate_backward_time: 31.5217189789, weight_update_time: 0.1635596454, other_time: 3.1374301910
epoch time: 4.6285386086s, input_fired_time: 0.1696862429, output_fired_time: 0.0000000000, propagate_forward_time: 3.9334821701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253701210
validation[          , genome  6726] predictions:    9641/  10000 (96.41%), best:    9737/10000 (97.37%), error:      1136.59094, best error:       919.33893 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 58.1603469849s, input_fired_time: 1.3359860182, output_fired_time: 1.1885567904, propagate_forward_time: 19.7770671844, propagate_backward_time: 32.8546180725, weight_update_time: 0.1592790484, other_time: 3.0041160583
epoch time: 4.6711764336s, input_fired_time: 0.1746367365, output_fired_time: 0.0000000000, propagate_forward_time: 3.9653255939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312139988
validation[          , genome  6726] predictions:    9660/  10000 (96.60%), best:    9737/10000 (97.37%), error:      1113.02551, best error:       919.33893 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 58.2476844788s, input_fired_time: 1.3840495348, output_fired_time: 1.1878536940, propagate_forward_time: 19.7430248260, propagate_backward_time: 33.0117416382, weight_update_time: 0.1555030048, other_time: 2.9210128784
epoch time: 4.5904712677s, input_fired_time: 0.1636909992, output_fired_time: 0.0000000000, propagate_forward_time: 3.9099771976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5168030262
validation[          , genome  6726] predictions:    9629/  10000 (96.29%), best:    9737/10000 (97.37%), error:      1212.08032, best error:       919.33893 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 58.6205291748s, input_fired_time: 1.3616305590, output_fired_time: 1.2150212526, propagate_forward_time: 19.8302040100, propagate_backward_time: 33.2157592773, weight_update_time: 0.1568779796, other_time: 2.9979133606
epoch time: 4.5861148834s, input_fired_time: 0.1654584706, output_fired_time: 0.0000000000, propagate_forward_time: 3.9111895561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094666481
validation[          , genome  6726] predictions:    9718/  10000 (97.18%), best:    9737/10000 (97.37%), error:       937.51038, best error:       919.33893 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 57.9980354309s, input_fired_time: 1.3360098600, output_fired_time: 1.2220709324, propagate_forward_time: 19.6943264008, propagate_backward_time: 32.7956695557, weight_update_time: 0.1517865360, other_time: 2.9499588013
epoch time: 4.5461173058s, input_fired_time: 0.1572910547, output_fired_time: 0.0000000000, propagate_forward_time: 3.8845365047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042898655
validation[          , genome  6726] predictions:    9726/  10000 (97.26%), best:    9737/10000 (97.37%), error:       956.05432, best error:       919.33893 on epoch:    11, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 58.2663764954s, input_fired_time: 1.3243243694, output_fired_time: 1.2067900896, propagate_forward_time: 19.8361587524, propagate_backward_time: 32.8851127625, weight_update_time: 0.1557928473, other_time: 3.0139884949
epoch time: 4.5884060860s, input_fired_time: 0.1677492112, output_fired_time: 0.0000000000, propagate_forward_time: 3.8899009228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307557583
validation[          , genome  6726] predictions:    9702/  10000 (97.02%), best:    9737/10000 (97.37%), error:      1011.98193, best error:       919.33893 on epoch:    11, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 57.5681228638s, input_fired_time: 1.3372354507, output_fired_time: 1.1745568514, propagate_forward_time: 19.5963840485, propagate_backward_time: 32.5686759949, weight_update_time: 0.1503975540, other_time: 2.8912696838
epoch time: 4.5599489212s, input_fired_time: 0.1673622578, output_fired_time: 0.0000000000, propagate_forward_time: 3.8816709518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109157562
validation[          , genome  6726] predictions:    9650/  10000 (96.50%), best:    9737/10000 (97.37%), error:      1224.18298, best error:       919.33893 on epoch:    11, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 58.0405616760s, input_fired_time: 1.3333946466, output_fired_time: 1.2069911957, propagate_forward_time: 19.6635265350, propagate_backward_time: 32.8910255432, weight_update_time: 0.1534735411, other_time: 2.9456214905
epoch time: 4.5153121948s, input_fired_time: 0.1600118279, output_fired_time: 0.0000000000, propagate_forward_time: 3.8446962833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106041431
validation[          , genome  6726] predictions:    9683/  10000 (96.83%), best:    9737/10000 (97.37%), error:       988.09540, best error:       919.33893 on epoch:    11, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 57.4077606201s, input_fired_time: 1.3226274252, output_fired_time: 1.1707715988, propagate_forward_time: 19.5718650818, propagate_backward_time: 32.4525527954, weight_update_time: 0.1525327116, other_time: 2.8899421692
epoch time: 4.5333590508s, input_fired_time: 0.1629613489, output_fired_time: 0.0000000000, propagate_forward_time: 3.8747706413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956269264
validation[          , genome  6726] predictions:    9721/  10000 (97.21%), best:    9737/10000 (97.37%), error:       946.73187, best error:       919.33893 on epoch:    11, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 57.6302452087s, input_fired_time: 1.3426051140, output_fired_time: 1.1847544909, propagate_forward_time: 19.6304397583, propagate_backward_time: 32.4981079102, weight_update_time: 0.1558363587, other_time: 2.9743385315
epoch time: 4.5669288635s, input_fired_time: 0.1594782025, output_fired_time: 0.0000000000, propagate_forward_time: 3.8973054886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5101451874
validation[          , genome  6726] predictions:    9642/  10000 (96.42%), best:    9737/10000 (97.37%), error:      1210.54175, best error:       919.33893 on epoch:    11, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 57.5607528687s, input_fired_time: 1.3271694183, output_fired_time: 1.1737831831, propagate_forward_time: 19.5281047821, propagate_backward_time: 32.6038017273, weight_update_time: 0.1512161344, other_time: 2.9278907776
epoch time: 4.5302662849s, input_fired_time: 0.1578645855, output_fired_time: 0.0000000000, propagate_forward_time: 3.8617134094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106883049
validation[          , genome  6726] predictions:    9672/  10000 (96.72%), best:    9737/10000 (97.37%), error:      1109.85388, best error:       919.33893 on epoch:    11, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 58.2855453491s, input_fired_time: 1.3442394733, output_fired_time: 1.2179964781, propagate_forward_time: 19.7345924377, propagate_backward_time: 33.0126609802, weight_update_time: 0.1539419740, other_time: 2.9760589600
epoch time: 4.5697941780s, input_fired_time: 0.1628396660, output_fired_time: 0.0000000000, propagate_forward_time: 3.9101769924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967772961
validation[          , genome  6726] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       893.76019, best error:       893.76019 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 57.8511199951s, input_fired_time: 1.3374776840, output_fired_time: 1.1913529634, propagate_forward_time: 19.6329898834, propagate_backward_time: 32.7620086670, weight_update_time: 0.1530561745, other_time: 2.9272918701
epoch time: 4.6250925064s, input_fired_time: 0.1653225720, output_fired_time: 0.0000000000, propagate_forward_time: 3.9340763092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256934166
validation[          , genome  6726] predictions:    9730/  10000 (97.30%), best:    9735/10000 (97.35%), error:       924.60040, best error:       893.76019 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 58.0567436218s, input_fired_time: 1.3413262367, output_fired_time: 1.1927396059, propagate_forward_time: 19.7125968933, propagate_backward_time: 32.7515792847, weight_update_time: 0.1601589620, other_time: 3.0584983826
epoch time: 4.6179389954s, input_fired_time: 0.1597496867, output_fired_time: 0.0000000000, propagate_forward_time: 3.9123766422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458128452
validation[          , genome  6726] predictions:    9721/  10000 (97.21%), best:    9735/10000 (97.35%), error:       904.74902, best error:       893.76019 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 58.0185356140s, input_fired_time: 1.3415080309, output_fired_time: 1.2107298374, propagate_forward_time: 19.6826686859, propagate_backward_time: 32.8839607239, weight_update_time: 0.1472148299, other_time: 2.8996696472
epoch time: 4.6412758827s, input_fired_time: 0.1643061936, output_fired_time: 0.0000000000, propagate_forward_time: 3.9420928955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348768234
validation[          , genome  6726] predictions:    9687/  10000 (96.87%), best:    9735/10000 (97.35%), error:      1037.35669, best error:       893.76019 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 58.7347030640s, input_fired_time: 1.3755573034, output_fired_time: 1.2322666645, propagate_forward_time: 19.9088001251, propagate_backward_time: 33.2504196167, weight_update_time: 0.1559843868, other_time: 2.9676589966
epoch time: 4.5896763802s, input_fired_time: 0.1639612913, output_fired_time: 0.0000000000, propagate_forward_time: 3.9171566963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085582733
validation[          , genome  6726] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       871.38519, best error:       871.38519 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 58.0304756165s, input_fired_time: 1.2584409714, output_fired_time: 1.1159292459, propagate_forward_time: 19.8649311066, propagate_backward_time: 33.0090255737, weight_update_time: 0.1390537918, other_time: 2.7821502686
epoch time: 4.8924221992s, input_fired_time: 0.1403758377, output_fired_time: 0.0000000000, propagate_forward_time: 4.2904582024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615883827
validation[          , genome  6726] predictions:    9717/  10000 (97.17%), best:    9742/10000 (97.42%), error:       938.03625, best error:       871.38519 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 54.2542953491s, input_fired_time: 1.3710964918, output_fired_time: 1.0877701044, propagate_forward_time: 18.6804962158, propagate_backward_time: 29.8111858368, weight_update_time: 0.1736012548, other_time: 3.3037471771
epoch time: 4.5362467766s, input_fired_time: 0.1738103926, output_fired_time: 0.0000000000, propagate_forward_time: 3.7448236942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6176126003
validation[          , genome  6726] predictions:    9733/  10000 (97.33%), best:    9742/10000 (97.42%), error:       902.04346, best error:       871.38519 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 54.3523788452s, input_fired_time: 1.3671185970, output_fired_time: 1.0923625231, propagate_forward_time: 18.6964874268, propagate_backward_time: 29.8514480591, weight_update_time: 0.1830243617, other_time: 3.3449630737
epoch time: 4.5396599770s, input_fired_time: 0.1753249913, output_fired_time: 0.0000000000, propagate_forward_time: 3.7467477322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175873280
validation[          , genome  6726] predictions:    9685/  10000 (96.85%), best:    9742/10000 (97.42%), error:       999.30432, best error:       871.38519 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 54.1665649414s, input_fired_time: 1.3669919968, output_fired_time: 1.0820146799, propagate_forward_time: 18.6895294189, propagate_backward_time: 29.6792011261, weight_update_time: 0.1804459691, other_time: 3.3488254547
epoch time: 4.5770664215s, input_fired_time: 0.1784964800, output_fired_time: 0.0000000000, propagate_forward_time: 3.8011057377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974643230
validation[          , genome  6726] predictions:    9687/  10000 (96.87%), best:    9742/10000 (97.42%), error:      1000.56207, best error:       871.38519 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 54.4880943298s, input_fired_time: 1.3633967638, output_fired_time: 1.0800557137, propagate_forward_time: 18.7855510712, propagate_backward_time: 29.8960742950, weight_update_time: 0.1757131070, other_time: 3.3630199432
epoch time: 4.5421524048s, input_fired_time: 0.1790859252, output_fired_time: 0.0000000000, propagate_forward_time: 3.7477722168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152944565
validation[          , genome  6726] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       860.05072, best error:       860.05072 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 54.2667732239s, input_fired_time: 1.3571130037, output_fired_time: 1.0864999294, propagate_forward_time: 18.7385330200, propagate_backward_time: 29.7295932770, weight_update_time: 0.1750761569, other_time: 3.3550357819
epoch time: 4.5183844566s, input_fired_time: 0.1804792732, output_fired_time: 0.0000000000, propagate_forward_time: 3.7390475273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5988578796
validation[          , genome  6726] predictions:    9674/  10000 (96.74%), best:    9756/10000 (97.56%), error:      1032.88892, best error:       860.05072 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 54.2594261169s, input_fired_time: 1.3659743071, output_fired_time: 1.0888524055, propagate_forward_time: 18.7435493469, propagate_backward_time: 29.7147216797, weight_update_time: 0.1813764870, other_time: 3.3463287354
epoch time: 4.5079021454s, input_fired_time: 0.1728331298, output_fired_time: 0.0000000000, propagate_forward_time: 3.7395167351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955524445
validation[          , genome  6726] predictions:    9707/  10000 (97.07%), best:    9756/10000 (97.56%), error:       936.36273, best error:       860.05072 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 54.1783103943s, input_fired_time: 1.3572479486, output_fired_time: 1.0634807348, propagate_forward_time: 18.6867656708, propagate_backward_time: 29.7160339355, weight_update_time: 0.1773157865, other_time: 3.3547821045
epoch time: 4.5050802231s, input_fired_time: 0.1741988212, output_fired_time: 0.0000000000, propagate_forward_time: 3.7329387665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979428291
validation[          , genome  6726] predictions:    9715/  10000 (97.15%), best:    9756/10000 (97.56%), error:       953.34253, best error:       860.05072 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 54.3988075256s, input_fired_time: 1.3627856970, output_fired_time: 1.0858664513, propagate_forward_time: 18.7280426025, propagate_backward_time: 29.8386631012, weight_update_time: 0.1765683591, other_time: 3.3834514618
epoch time: 4.5120291710s, input_fired_time: 0.1768219918, output_fired_time: 0.0000000000, propagate_forward_time: 3.7395927906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956141949
validation[          , genome  6726] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       837.31250, best error:       837.31250 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 54.2658119202s, input_fired_time: 1.3671461344, output_fired_time: 1.1001182795, propagate_forward_time: 18.7211189270, propagate_backward_time: 29.7455673218, weight_update_time: 0.1789449751, other_time: 3.3318634033
epoch time: 4.5226092339s, input_fired_time: 0.1778486669, output_fired_time: 0.0000000000, propagate_forward_time: 3.7434353828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6013250351
validation[          , genome  6726] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       833.62830, best error:       833.62830 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 54.1805572510s, input_fired_time: 1.3434323072, output_fired_time: 1.0792647600, propagate_forward_time: 18.6973361969, propagate_backward_time: 29.7520732880, weight_update_time: 0.1748033911, other_time: 3.3084506989
epoch time: 4.5548925400s, input_fired_time: 0.1837002337, output_fired_time: 0.0000000000, propagate_forward_time: 3.7669236660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6042687893
validation[          , genome  6726] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       781.41772, best error:       781.41772 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 54.5172080994s, input_fired_time: 1.3756388426, output_fired_time: 1.1044752598, propagate_forward_time: 18.7870216370, propagate_backward_time: 29.8904590607, weight_update_time: 0.1788531840, other_time: 3.3596134186
epoch time: 4.5153288841s, input_fired_time: 0.1804553270, output_fired_time: 0.0000000000, propagate_forward_time: 3.7380616665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5968120098
validation[          , genome  6726] predictions:    9674/  10000 (96.74%), best:    9765/10000 (97.65%), error:      1109.86072, best error:       781.41772 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 54.4805793762s, input_fired_time: 1.3874095678, output_fired_time: 1.0860317945, propagate_forward_time: 18.7589836121, propagate_backward_time: 29.8627605438, weight_update_time: 0.1799171269, other_time: 3.3853931427
epoch time: 4.5414505005s, input_fired_time: 0.1790793687, output_fired_time: 0.0000000000, propagate_forward_time: 3.7589948177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033761501
validation[          , genome  6726] predictions:    9721/  10000 (97.21%), best:    9765/10000 (97.65%), error:       934.24524, best error:       781.41772 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 54.0530738831s, input_fired_time: 1.3475859165, output_fired_time: 1.0808596611, propagate_forward_time: 18.7396163940, propagate_backward_time: 29.6209583282, weight_update_time: 0.1763339788, other_time: 3.2640514374
epoch time: 4.5108051300s, input_fired_time: 0.1748395413, output_fired_time: 0.0000000000, propagate_forward_time: 3.7331888676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027767658
validation[          , genome  6726] predictions:    9365/  10000 (93.65%), best:    9765/10000 (97.65%), error:      2445.58594, best error:       781.41772 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

resetting weights to those on epoch: 44
epoch time: 54.4888343811s, input_fired_time: 1.3837805986, output_fired_time: 1.0798316002, propagate_forward_time: 18.8131446838, propagate_backward_time: 29.8196563721, weight_update_time: 0.1803306192, other_time: 3.3924217224
epoch time: 4.5020332336s, input_fired_time: 0.1662074476, output_fired_time: 0.0000000000, propagate_forward_time: 3.7496573925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861685276
validation[          , genome  6726] predictions:    9742/  10000 (97.42%), best:    9765/10000 (97.65%), error:       890.60742, best error:       781.41772 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 54.3834953308s, input_fired_time: 1.3636935949, output_fired_time: 1.0877997875, propagate_forward_time: 18.7367572784, propagate_backward_time: 29.8418655396, weight_update_time: 0.1794771403, other_time: 3.3533782959
epoch time: 4.5133843422s, input_fired_time: 0.1774185747, output_fired_time: 0.0000000000, propagate_forward_time: 3.7523095608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836560726
validation[          , genome  6726] predictions:    9690/  10000 (96.90%), best:    9765/10000 (97.65%), error:      1094.83105, best error:       781.41772 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 54.1924247742s, input_fired_time: 1.3629643917, output_fired_time: 1.0875257254, propagate_forward_time: 18.6975727081, propagate_backward_time: 29.7295093536, weight_update_time: 0.1810427606, other_time: 3.3148555756
epoch time: 4.5388717651s, input_fired_time: 0.1773012578, output_fired_time: 0.0000000000, propagate_forward_time: 3.7562286854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6053416729
validation[          , genome  6726] predictions:    9595/  10000 (95.95%), best:    9765/10000 (97.65%), error:      1265.02661, best error:       781.41772 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 54.2168884277s, input_fired_time: 1.3698443174, output_fired_time: 1.0829181671, propagate_forward_time: 18.7189731598, propagate_backward_time: 29.7081184387, weight_update_time: 0.1746711880, other_time: 3.3370399475
epoch time: 4.5071783066s, input_fired_time: 0.1767171621, output_fired_time: 0.0000000000, propagate_forward_time: 3.7403059006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5901551247
validation[          , genome  6726] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       920.96655, best error:       781.41772 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 54.2612380981s, input_fired_time: 1.3608663082, output_fired_time: 1.0910969973, propagate_forward_time: 18.7105236053, propagate_backward_time: 29.8020191193, weight_update_time: 0.1735462844, other_time: 3.2967281342
epoch time: 4.5071468353s, input_fired_time: 0.1731836349, output_fired_time: 0.0000000000, propagate_forward_time: 3.7329058647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010575294
validation[          , genome  6726] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       805.33325, best error:       781.41772 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 54.6809005737s, input_fired_time: 1.3667078018, output_fired_time: 1.0954728127, propagate_forward_time: 18.8867015839, propagate_backward_time: 30.0002174377, weight_update_time: 0.1773742586, other_time: 3.3317985535
epoch time: 4.5187311172s, input_fired_time: 0.1770228893, output_fired_time: 0.0000000000, propagate_forward_time: 3.7485988140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931093693
validation[          , genome  6726] predictions:    9749/  10000 (97.49%), best:    9765/10000 (97.65%), error:       832.81036, best error:       781.41772 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 54.2470893860s, input_fired_time: 1.3762577772, output_fired_time: 1.0850337744, propagate_forward_time: 18.7220783234, propagate_backward_time: 29.7237491608, weight_update_time: 0.1738457680, other_time: 3.3399715424
epoch time: 4.5315222740s, input_fired_time: 0.1740722656, output_fired_time: 0.0000000000, propagate_forward_time: 3.7495055199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6079444885
validation[          , genome  6726] predictions:    9692/  10000 (96.92%), best:    9765/10000 (97.65%), error:      1019.19714, best error:       781.41772 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 54.1870117188s, input_fired_time: 1.3668268919, output_fired_time: 1.0824105740, propagate_forward_time: 18.7231140137, propagate_backward_time: 29.7068996429, weight_update_time: 0.1733051687, other_time: 3.3077640533
epoch time: 4.5089435577s, input_fired_time: 0.1793649197, output_fired_time: 0.0000000000, propagate_forward_time: 3.7385103703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910680294
validation[          , genome  6726] predictions:    9689/  10000 (96.89%), best:    9765/10000 (97.65%), error:      1058.84106, best error:       781.41772 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 54.2756996155s, input_fired_time: 1.3602298498, output_fired_time: 1.0903882980, propagate_forward_time: 18.7070751190, propagate_backward_time: 29.7574481964, weight_update_time: 0.1776694953, other_time: 3.3605556488
epoch time: 4.5230908394s, input_fired_time: 0.1758547276, output_fired_time: 0.0000000000, propagate_forward_time: 3.7469899654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002461910
validation[          , genome  6726] predictions:    9736/  10000 (97.36%), best:    9765/10000 (97.65%), error:       930.63696, best error:       781.41772 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 54.3580474854s, input_fired_time: 1.3809698820, output_fired_time: 1.0823143721, propagate_forward_time: 18.7057209015, propagate_backward_time: 29.8212356567, weight_update_time: 0.1765115559, other_time: 3.3678054810
epoch time: 4.5334410667s, input_fired_time: 0.1767685264, output_fired_time: 0.0000000000, propagate_forward_time: 3.7611370087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955357552
validation[          , genome  6726] predictions:    9762/  10000 (97.62%), best:    9765/10000 (97.65%), error:       806.37958, best error:       781.41772 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 54.2641410828s, input_fired_time: 1.3769873381, output_fired_time: 1.0677959919, propagate_forward_time: 18.7039871216, propagate_backward_time: 29.7711277008, weight_update_time: 0.1747492701, other_time: 3.3442440033
epoch time: 4.5221195221s, input_fired_time: 0.1761445552, output_fired_time: 0.0000000000, propagate_forward_time: 3.7396616936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063132286
validation[          , genome  6726] predictions:    9741/  10000 (97.41%), best:    9765/10000 (97.65%), error:       889.17761, best error:       781.41772 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 54.1884651184s, input_fired_time: 1.3505568504, output_fired_time: 1.0596392155, propagate_forward_time: 18.7845878601, propagate_backward_time: 29.6961097717, weight_update_time: 0.1730352640, other_time: 3.2975730896
epoch time: 4.3839144707s, input_fired_time: 0.1627333313, output_fired_time: 0.0000000000, propagate_forward_time: 3.6774222851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437586308
validation[          , genome  6726] predictions:    9725/  10000 (97.25%), best:    9765/10000 (97.65%), error:       927.97955, best error:       781.41772 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 54.0085029602s, input_fired_time: 1.3598303795, output_fired_time: 1.0711331367, propagate_forward_time: 18.6658840179, propagate_backward_time: 29.6214561462, weight_update_time: 0.1782318503, other_time: 3.2902030945
epoch time: 4.5480580330s, input_fired_time: 0.1817246377, output_fired_time: 0.0000000000, propagate_forward_time: 3.7596516609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066818237
validation[          , genome  6726] predictions:    9745/  10000 (97.45%), best:    9765/10000 (97.65%), error:       829.89740, best error:       781.41772 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 54.2148666382s, input_fired_time: 1.3739087582, output_fired_time: 1.0781406164, propagate_forward_time: 18.7030296326, propagate_backward_time: 29.7121009827, weight_update_time: 0.1762119830, other_time: 3.3476867676
epoch time: 4.5759239197s, input_fired_time: 0.1794037968, output_fired_time: 0.0000000000, propagate_forward_time: 3.7825112343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140089035
validation[          , genome  6726] predictions:    9736/  10000 (97.36%), best:    9765/10000 (97.65%), error:       837.46362, best error:       781.41772 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 54.4933815002s, input_fired_time: 1.3726198673, output_fired_time: 1.0816253424, propagate_forward_time: 18.7850914001, propagate_backward_time: 29.8755970001, weight_update_time: 0.1804895550, other_time: 3.3784465790
epoch time: 4.5228681564s, input_fired_time: 0.1781457067, output_fired_time: 0.0000000000, propagate_forward_time: 3.7398755550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6048467159
validation[          , genome  6726] predictions:    9748/  10000 (97.48%), best:    9765/10000 (97.65%), error:       850.65387, best error:       781.41772 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 54.3101158142s, input_fired_time: 1.3736114502, output_fired_time: 1.0847890377, propagate_forward_time: 18.7232627869, propagate_backward_time: 29.8084106445, weight_update_time: 0.1778909266, other_time: 3.3200416565
epoch time: 4.5325369835s, input_fired_time: 0.1764913648, output_fired_time: 0.0000000000, propagate_forward_time: 3.7525966167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6034491062
validation[          , genome  6726] predictions:    9717/  10000 (97.17%), best:    9765/10000 (97.65%), error:       907.69055, best error:       781.41772 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.4546623230s, input_fired_time: 1.3551874161, output_fired_time: 1.0775942802, propagate_forward_time: 18.7712516785, propagate_backward_time: 29.9009685516, weight_update_time: 0.1799675375, other_time: 3.3496608734
epoch time: 4.5436797142s, input_fired_time: 0.1751787961, output_fired_time: 0.0000000000, propagate_forward_time: 3.7580978870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6104028225
validation[          , genome  6726] predictions:    9761/  10000 (97.61%), best:    9765/10000 (97.65%), error:       795.56506, best error:       781.41772 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 54.2864723206s, input_fired_time: 1.3782559633, output_fired_time: 1.1004834175, propagate_forward_time: 18.7534904480, propagate_backward_time: 29.6990127563, weight_update_time: 0.1859248877, other_time: 3.3552284241
epoch time: 4.5418176651s, input_fired_time: 0.1821236163, output_fired_time: 0.0000000000, propagate_forward_time: 3.7538425922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058514118
validation[          , genome  6726] predictions:    9725/  10000 (97.25%), best:    9765/10000 (97.65%), error:       949.09845, best error:       781.41772 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 62.8461685181s, input_fired_time: 1.5435140133, output_fired_time: 1.2585767508, propagate_forward_time: 21.6343212128, propagate_backward_time: 34.4257278442, weight_update_time: 0.2195855230, other_time: 3.9840316772
epoch time: 4.8085026741s, input_fired_time: 0.1908746064, output_fired_time: 0.0000000000, propagate_forward_time: 3.9706137180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6470143795
validation[          , genome  6726] predictions:    9723/  10000 (97.23%), best:    9765/10000 (97.65%), error:       943.63971, best error:       781.41772 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 56.4502677917s, input_fired_time: 1.4783260822, output_fired_time: 1.1980463266, propagate_forward_time: 19.3857707977, propagate_backward_time: 30.9679527283, weight_update_time: 0.1816922575, other_time: 3.4201698303
epoch time: 4.6092405319s, input_fired_time: 0.1888203323, output_fired_time: 0.0000000000, propagate_forward_time: 3.7986392975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217808723
validation[          , genome  6726] predictions:    9725/  10000 (97.25%), best:    9765/10000 (97.65%), error:       931.02740, best error:       781.41772 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 55.4622917175s, input_fired_time: 1.4136615992, output_fired_time: 1.1470994949, propagate_forward_time: 19.1177730560, propagate_backward_time: 30.3955821991, weight_update_time: 0.1797468066, other_time: 3.3881778717
epoch time: 4.5876178741s, input_fired_time: 0.1774601936, output_fired_time: 0.0000000000, propagate_forward_time: 3.7820756435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6280820370
validation[          , genome  6726] predictions:    9712/  10000 (97.12%), best:    9765/10000 (97.65%), error:       955.22156, best error:       781.41772 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 54.7908172607s, input_fired_time: 1.4024943113, output_fired_time: 1.1046149731, propagate_forward_time: 18.8323478699, propagate_backward_time: 30.1027469635, weight_update_time: 0.1792885959, other_time: 3.3486156464
epoch time: 4.5759472847s, input_fired_time: 0.1799104214, output_fired_time: 0.0000000000, propagate_forward_time: 3.7860229015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6100142002
validation[          , genome  6726] predictions:    9711/  10000 (97.11%), best:    9765/10000 (97.65%), error:       987.46973, best error:       781.41772 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 54.7698974609s, input_fired_time: 1.3973677158, output_fired_time: 1.1189029217, propagate_forward_time: 18.8545169830, propagate_backward_time: 30.0452575684, weight_update_time: 0.1769752949, other_time: 3.3538513184
epoch time: 4.5856251717s, input_fired_time: 0.1791872680, output_fired_time: 0.0000000000, propagate_forward_time: 3.8006222248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058156490
validation[          , genome  6726] predictions:    9757/  10000 (97.57%), best:    9765/10000 (97.65%), error:       825.33472, best error:       781.41772 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 55.0416641235s, input_fired_time: 1.4223971367, output_fired_time: 1.1369794607, propagate_forward_time: 18.9543266296, propagate_backward_time: 30.1941089630, weight_update_time: 0.1743955761, other_time: 3.3338527679
epoch time: 4.5745415688s, input_fired_time: 0.1797533780, output_fired_time: 0.0000000000, propagate_forward_time: 3.7831695080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6116187572
validation[          , genome  6726] predictions:    9749/  10000 (97.49%), best:    9765/10000 (97.65%), error:       865.98645, best error:       781.41772 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 54.7049026489s, input_fired_time: 1.3793205023, output_fired_time: 1.1020557880, propagate_forward_time: 18.8328742981, propagate_backward_time: 30.0352020264, weight_update_time: 0.1783433855, other_time: 3.3554496765
epoch time: 4.5705251694s, input_fired_time: 0.1813545525, output_fired_time: 0.0000000000, propagate_forward_time: 3.7667617798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6224088669
validation[          , genome  6726] predictions:    9734/  10000 (97.34%), best:    9765/10000 (97.65%), error:       923.00000, best error:       781.41772 on epoch:    44, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 54.8574981689s, input_fired_time: 1.3943436146, output_fired_time: 1.1396182775, propagate_forward_time: 18.8256168365, propagate_backward_time: 30.1355895996, weight_update_time: 0.1795607209, other_time: 3.3623275757
epoch time: 4.5921244621s, input_fired_time: 0.1845266521, output_fired_time: 0.0000000000, propagate_forward_time: 3.7948999405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126980782
validation[          , genome  6726] predictions:    9720/  10000 (97.20%), best:    9765/10000 (97.65%), error:       953.07703, best error:       781.41772 on epoch:    44, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 54.8614730835s, input_fired_time: 1.4028878212, output_fired_time: 1.1239581108, propagate_forward_time: 18.8023891449, propagate_backward_time: 30.1407909393, weight_update_time: 0.1815062463, other_time: 3.3914432526
epoch time: 4.5152277946s, input_fired_time: 0.1777746677, output_fired_time: 0.0000000000, propagate_forward_time: 3.7448825836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5925703049
validation[          , genome  6726] predictions:    9703/  10000 (97.03%), best:    9765/10000 (97.65%), error:      1011.77826, best error:       781.41772 on epoch:    44, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 54.7338180542s, input_fired_time: 1.4009974003, output_fired_time: 1.1232614517, propagate_forward_time: 18.8585357666, propagate_backward_time: 30.0514945984, weight_update_time: 0.1746938974, other_time: 3.2995300293
epoch time: 4.5714955330s, input_fired_time: 0.1824178845, output_fired_time: 0.0000000000, propagate_forward_time: 3.7841076851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6049699783
validation[          , genome  6726] predictions:    9676/  10000 (96.76%), best:    9765/10000 (97.65%), error:      1076.00830, best error:       781.41772 on epoch:    44, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 59.6771202087s, input_fired_time: 1.4832417965, output_fired_time: 1.2380787134, propagate_forward_time: 20.4787216187, propagate_backward_time: 32.8123779297, weight_update_time: 0.1867142469, other_time: 3.6646995544
epoch time: 5.1535363197s, input_fired_time: 0.2015683949, output_fired_time: 0.0000000000, propagate_forward_time: 4.2739105225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6780571938
validation[          , genome  6726] predictions:    9737/  10000 (97.37%), best:    9765/10000 (97.65%), error:       894.33350, best error:       781.41772 on epoch:    44, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 60.4461784363s, input_fired_time: 1.4924124479, output_fired_time: 1.2764790058, propagate_forward_time: 20.7450618744, propagate_backward_time: 33.1796798706, weight_update_time: 0.1959255636, other_time: 3.7525482178
epoch time: 4.5936346054s, input_fired_time: 0.1824225485, output_fired_time: 0.0000000000, propagate_forward_time: 3.8060572147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051547527
validation[          , genome  6726] predictions:    9757/  10000 (97.57%), best:    9765/10000 (97.65%), error:       826.21069, best error:       781.41772 on epoch:    44, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 54.6743278503s, input_fired_time: 1.3900307417, output_fired_time: 1.1102219820, propagate_forward_time: 18.7765712738, propagate_backward_time: 30.0504684448, weight_update_time: 0.1763439327, other_time: 3.3470382690
epoch time: 4.6018829346s, input_fired_time: 0.1830222458, output_fired_time: 0.0000000000, propagate_forward_time: 3.8007245064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6181364059
validation[          , genome  6726] predictions:    9743/  10000 (97.43%), best:    9765/10000 (97.65%), error:       849.35553, best error:       781.41772 on epoch:    44, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 54.8659553528s, input_fired_time: 1.4134986401, output_fired_time: 1.1405689716, propagate_forward_time: 18.8328151703, propagate_backward_time: 30.1513385773, weight_update_time: 0.1756773144, other_time: 3.3277339935
epoch time: 4.6030025482s, input_fired_time: 0.1883179843, output_fired_time: 0.0000000000, propagate_forward_time: 3.8117823601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029024124
validation[          , genome  6726] predictions:    9711/  10000 (97.11%), best:    9765/10000 (97.65%), error:       957.26044, best error:       781.41772 on epoch:    44, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 55.3831100464s, input_fired_time: 1.3194969893, output_fired_time: 1.1129400730, propagate_forward_time: 18.9761447906, propagate_backward_time: 30.9817371368, weight_update_time: 0.1575021446, other_time: 2.9927883148
epoch time: 4.5636692047s, input_fired_time: 0.1745346934, output_fired_time: 0.0000000000, propagate_forward_time: 3.8403191566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488152504
validation[          , genome  6726] predictions:    9759/  10000 (97.59%), best:    9765/10000 (97.65%), error:       846.11066, best error:       781.41772 on epoch:    44, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 55.2192382813s, input_fired_time: 1.2618997097, output_fired_time: 1.0380061865, propagate_forward_time: 19.0972537994, propagate_backward_time: 30.9391269684, weight_update_time: 0.1488184780, other_time: 2.8829555511
epoch time: 4.4400591850s, input_fired_time: 0.1568298340, output_fired_time: 0.0000000000, propagate_forward_time: 3.8048610687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783682823
validation[          , genome  6726] predictions:    9749/  10000 (97.49%), best:    9765/10000 (97.65%), error:       871.08490, best error:       781.41772 on epoch:    44, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 56.1833648682s, input_fired_time: 1.2710421085, output_fired_time: 1.0849683285, propagate_forward_time: 19.3107910156, propagate_backward_time: 31.7264060974, weight_update_time: 0.1452843398, other_time: 2.7901573181
epoch time: 4.5266637802s, input_fired_time: 0.1676798314, output_fired_time: 0.0000000000, propagate_forward_time: 3.8643836975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946002960
validation[          , genome  6726] predictions:    9733/  10000 (97.33%), best:    9765/10000 (97.65%), error:       929.55023, best error:       781.41772 on epoch:    44, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 55.3464126587s, input_fired_time: 1.2534180880, output_fired_time: 1.0754563808, propagate_forward_time: 18.9951019287, propagate_backward_time: 31.1724720001, weight_update_time: 0.1481475681, other_time: 2.8499660492
epoch time: 4.4913272858s, input_fired_time: 0.1599223614, output_fired_time: 0.0000000000, propagate_forward_time: 3.8530383110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783663750
validation[          , genome  6726] predictions:    9712/  10000 (97.12%), best:    9765/10000 (97.65%), error:      1042.16565, best error:       781.41772 on epoch:    44, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 55.6792144775s, input_fired_time: 1.2639102936, output_fired_time: 1.0802246332, propagate_forward_time: 19.0904407501, propagate_backward_time: 31.4671459198, weight_update_time: 0.1467524022, other_time: 2.7774982452
epoch time: 4.4988584518s, input_fired_time: 0.1628126502, output_fired_time: 0.0000000000, propagate_forward_time: 3.8414316177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946141243
validation[          , genome  6726] predictions:    9753/  10000 (97.53%), best:    9765/10000 (97.65%), error:       847.97174, best error:       781.41772 on epoch:    44, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 54.4868659973s, input_fired_time: 1.2409265041, output_fired_time: 1.0302726030, propagate_forward_time: 18.8346748352, propagate_backward_time: 30.5255126953, weight_update_time: 0.1510042846, other_time: 2.8554801941
epoch time: 4.4651889801s, input_fired_time: 0.1608258337, output_fired_time: 0.0000000000, propagate_forward_time: 3.8101270199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942362309
validation[          , genome  6726] predictions:    9720/  10000 (97.20%), best:    9765/10000 (97.65%), error:       906.18359, best error:       781.41772 on epoch:    44, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 55.9350128174s, input_fired_time: 1.2653746605, output_fired_time: 1.0932888985, propagate_forward_time: 19.2030029297, propagate_backward_time: 31.5493736267, weight_update_time: 0.1480179727, other_time: 2.8239746094
epoch time: 4.4610829353s, input_fired_time: 0.1563163996, output_fired_time: 0.0000000000, propagate_forward_time: 3.8285381794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762284756
validation[          , genome  6726] predictions:    9737/  10000 (97.37%), best:    9765/10000 (97.65%), error:       864.19946, best error:       781.41772 on epoch:    44, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 55.3478622437s, input_fired_time: 1.2712759972, output_fired_time: 1.0640356541, propagate_forward_time: 19.0497207642, propagate_backward_time: 31.1213893890, weight_update_time: 0.1511350125, other_time: 2.8414402008
epoch time: 4.4570903778s, input_fired_time: 0.1596675813, output_fired_time: 0.0000000000, propagate_forward_time: 3.8075745106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898483753
validation[          , genome  6726] predictions:    9749/  10000 (97.49%), best:    9765/10000 (97.65%), error:       839.87329, best error:       781.41772 on epoch:    44, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 55.6522216797s, input_fired_time: 1.2582116127, output_fired_time: 1.0871119499, propagate_forward_time: 19.1128692627, propagate_backward_time: 31.3993358612, weight_update_time: 0.1443960071, other_time: 2.7946910858
epoch time: 4.5071363449s, input_fired_time: 0.1661200970, output_fired_time: 0.0000000000, propagate_forward_time: 3.8383383751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026779175
validation[          , genome  6726] predictions:    9761/  10000 (97.61%), best:    9765/10000 (97.65%), error:       799.42029, best error:       781.41772 on epoch:    44, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 54.5060768127s, input_fired_time: 1.2381550074, output_fired_time: 1.0271183252, propagate_forward_time: 18.8167972565, propagate_backward_time: 30.5399646759, weight_update_time: 0.1521606892, other_time: 2.8840389252
epoch time: 4.5120692253s, input_fired_time: 0.1607708484, output_fired_time: 0.0000000000, propagate_forward_time: 3.8408792019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104191303
validation[          , genome  6726] predictions:    9767/  10000 (97.67%), best:    9765/10000 (97.65%), error:       810.54529, best error:       781.41772 on epoch:    44, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 55.5960273743s, input_fired_time: 1.2673327923, output_fired_time: 1.0950832367, propagate_forward_time: 19.0502185822, propagate_backward_time: 31.3979644775, weight_update_time: 0.1460836977, other_time: 2.7854309082
epoch time: 4.5058121681s, input_fired_time: 0.1602211446, output_fired_time: 0.0000000000, propagate_forward_time: 3.8515536785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940373898
validation[          , genome  6726] predictions:    9721/  10000 (97.21%), best:    9765/10000 (97.65%), error:       921.40668, best error:       781.41772 on epoch:    44, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 55.2477149963s, input_fired_time: 1.2592877150, output_fired_time: 1.0519220829, propagate_forward_time: 19.0039157867, propagate_backward_time: 31.0817928314, weight_update_time: 0.1480546594, other_time: 2.8507938385
epoch time: 4.4847488403s, input_fired_time: 0.1640908867, output_fired_time: 0.0000000000, propagate_forward_time: 3.8378269672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828307629
validation[          , genome  6726] predictions:    9725/  10000 (97.25%), best:    9765/10000 (97.65%), error:       925.99292, best error:       781.41772 on epoch:    44, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 55.7522048950s, input_fired_time: 1.2730919123, output_fired_time: 1.0905231237, propagate_forward_time: 19.1314849854, propagate_backward_time: 31.4301872253, weight_update_time: 0.1514400840, other_time: 2.8269195557
epoch time: 4.4378094673s, input_fired_time: 0.1529769301, output_fired_time: 0.0000000000, propagate_forward_time: 3.7881650925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966673851
validation[          , genome  6726] predictions:    9702/  10000 (97.02%), best:    9765/10000 (97.65%), error:      1052.05066, best error:       781.41772 on epoch:    44, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 54.5907745361s, input_fired_time: 1.2465814352, output_fired_time: 1.0364218950, propagate_forward_time: 18.9040699005, propagate_backward_time: 30.5326671600, weight_update_time: 0.1508553028, other_time: 2.8710346222
epoch time: 4.4774866104s, input_fired_time: 0.1645932347, output_fired_time: 0.0000000000, propagate_forward_time: 3.7960393429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5168540478
validation[          , genome  6726] predictions:    9763/  10000 (97.63%), best:    9765/10000 (97.65%), error:       812.88220, best error:       781.41772 on epoch:    44, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 55.9087867737s, input_fired_time: 1.2762726545, output_fired_time: 1.0825694799, propagate_forward_time: 19.1672115326, propagate_backward_time: 31.5266036987, weight_update_time: 0.1512642950, other_time: 2.8561325073
epoch time: 4.5138554573s, input_fired_time: 0.1627784222, output_fired_time: 0.0000000000, propagate_forward_time: 3.8513023853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997746944
validation[          , genome  6726] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       887.17792, best error:       781.41772 on epoch:    44, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 55.4122581482s, input_fired_time: 1.2825695276, output_fired_time: 1.0639877319, propagate_forward_time: 19.0472335815, propagate_backward_time: 31.1968860626, weight_update_time: 0.1512485296, other_time: 2.8215808868
epoch time: 4.5164017677s, input_fired_time: 0.1593391448, output_fired_time: 0.0000000000, propagate_forward_time: 3.8503239155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067389011
validation[          , genome  6726] predictions:    9748/  10000 (97.48%), best:    9765/10000 (97.65%), error:       884.27069, best error:       781.41772 on epoch:    44, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 55.9854507446s, input_fired_time: 1.2753269672, output_fired_time: 1.0940892696, propagate_forward_time: 19.1707153320, propagate_backward_time: 31.6324310303, weight_update_time: 0.1481846422, other_time: 2.8128890991
epoch time: 4.5139632225s, input_fired_time: 0.1676723361, output_fired_time: 0.0000000000, propagate_forward_time: 3.8549790382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913120270
validation[          , genome  6726] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       765.82660, best error:       765.82660 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 55.1852264404s, input_fired_time: 1.2476537228, output_fired_time: 1.0690872669, propagate_forward_time: 19.0502014160, propagate_backward_time: 30.9647121429, weight_update_time: 0.1505666524, other_time: 2.8535709381
epoch time: 4.2076697350s, input_fired_time: 0.1310032308, output_fired_time: 0.0000000000, propagate_forward_time: 3.6766400337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4000263214
validation[          , genome  6726] predictions:    9758/  10000 (97.58%), best:    9778/10000 (97.78%), error:       803.27679, best error:       765.82660 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 56.3441276550s, input_fired_time: 1.1631339788, output_fired_time: 0.9372948408, propagate_forward_time: 20.1931591034, propagate_backward_time: 31.3834018707, weight_update_time: 0.1377374679, other_time: 2.6671352386
epoch time: 4.5482549667s, input_fired_time: 0.1767476648, output_fired_time: 0.0000000000, propagate_forward_time: 3.7540981770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6174089909
validation[          , genome  6726] predictions:    9730/  10000 (97.30%), best:    9778/10000 (97.78%), error:       874.13684, best error:       765.82660 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 53.7575187683s, input_fired_time: 1.3595421314, output_fired_time: 1.0625544786, propagate_forward_time: 18.6655349731, propagate_backward_time: 29.3667278290, weight_update_time: 0.1769118458, other_time: 3.3031597137
epoch time: 4.5064315796s, input_fired_time: 0.1794006675, output_fired_time: 0.0000000000, propagate_forward_time: 3.7341475487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5928835869
validation[          , genome  6726] predictions:    9717/  10000 (97.17%), best:    9778/10000 (97.78%), error:       951.64514, best error:       765.82660 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.8213729858s, input_fired_time: 1.3721508980, output_fired_time: 1.0575766563, propagate_forward_time: 18.6613788605, propagate_backward_time: 29.3662490845, weight_update_time: 0.1824476272, other_time: 3.3640213013
epoch time: 4.5401120186s, input_fired_time: 0.1795111448, output_fired_time: 0.0000000000, propagate_forward_time: 3.7600395679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005613804
validation[          , genome  6726] predictions:    9744/  10000 (97.44%), best:    9778/10000 (97.78%), error:       871.01703, best error:       765.82660 on epoch:    96, 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: 22.7432708740s, input_fired_time: 0.9008375406, output_fired_time: 0.0000000000, propagate_forward_time: 18.7039051056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1385288239
best training[          , genome  6726] predictions:   49693/  50000 (99.39%), best:    9778/10000 (97.78%), error:      1419.11670, best error:       765.82660 on epoch:    96, 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: 4.5447163582s, input_fired_time: 0.1783273369, output_fired_time: 0.0000000000, propagate_forward_time: 3.7572546005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6091341972
   testing[          , genome  6726] predictions:    9777/  10000 (97.77%), best:    9778/10000 (97.78%), error:       733.42889, best error:       765.82660 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:50:39 (8128): called boinc_finish(0)

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