Nameexact_genome_1512568488_41_1387_0
Workunit2578219
Created6 Dec 2017, 19:15:35 UTC
Sent6 Dec 2017, 19:17:42 UTC
Report deadline11 Dec 2017, 11:26:38 UTC
Received7 Dec 2017, 18:59:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time2 hours 20 min 35 sec
CPU time2 hours 20 min 13 sec
Validate stateValid
Credit1,168.22
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.93 MB
Peak swap size156.68 MB
Peak disk usage1.47 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0949314609, output_fired_time: 0.0000000000, propagate_forward_time: 5.8012814522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323954582
validation[          , genome  1387] predictions:    9426/  10000 (94.26%), best:    9426/10000 (94.26%), error:      1973.11646, best error:      1973.11646 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 76.0105133057s, input_fired_time: 0.7546017170, output_fired_time: 0.6925645471, propagate_forward_time: 28.5128688812, propagate_backward_time: 43.6371421814, weight_update_time: 0.1076983958, other_time: 2.4133338928
epoch time: 6.2956352234s, input_fired_time: 0.0947558582, output_fired_time: 0.0000000000, propagate_forward_time: 5.7635092735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373703003
validation[          , genome  1387] predictions:    9448/  10000 (94.48%), best:    9448/10000 (94.48%), error:      1908.06079, best error:      1908.06079 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 76.6238861084s, input_fired_time: 0.7571039200, output_fired_time: 0.6977975368, propagate_forward_time: 28.7944240570, propagate_backward_time: 43.9485015869, weight_update_time: 0.1084008738, other_time: 2.4260559082
epoch time: 6.2914638519s, input_fired_time: 0.0940359756, output_fired_time: 0.0000000000, propagate_forward_time: 5.7697477341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276800156
validation[          , genome  1387] predictions:    9411/  10000 (94.11%), best:    9448/10000 (94.48%), error:      2006.25269, best error:      1908.06079 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 76.9947662354s, input_fired_time: 0.7597303987, output_fired_time: 0.6987332702, propagate_forward_time: 28.9663963318, propagate_backward_time: 44.1568260193, weight_update_time: 0.1089163795, other_time: 2.4130859375
epoch time: 6.3805036545s, input_fired_time: 0.0955903903, output_fired_time: 0.0000000000, propagate_forward_time: 5.8476762772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372367859
validation[          , genome  1387] predictions:    9413/  10000 (94.13%), best:    9448/10000 (94.48%), error:      2005.22485, best error:      1908.06079 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 76.6817779541s, input_fired_time: 0.7537441254, output_fired_time: 0.6994029284, propagate_forward_time: 28.8583393097, propagate_backward_time: 43.9884414673, weight_update_time: 0.1077449620, other_time: 2.3818511963
epoch time: 6.3515791893s, input_fired_time: 0.0952791497, output_fired_time: 0.0000000000, propagate_forward_time: 5.8215003014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347996712
validation[          , genome  1387] predictions:    9476/  10000 (94.76%), best:    9476/10000 (94.76%), error:      1895.58984, best error:      1895.58984 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 76.2339782715s, input_fired_time: 0.7535589933, output_fired_time: 0.6941840053, propagate_forward_time: 28.6195583344, propagate_backward_time: 43.7751235962, weight_update_time: 0.1076604873, other_time: 2.3915557861
epoch time: 6.3217906952s, input_fired_time: 0.0963379294, output_fired_time: 0.0000000000, propagate_forward_time: 5.7860407829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394121170
validation[          , genome  1387] predictions:    9420/  10000 (94.20%), best:    9476/10000 (94.76%), error:      1982.73755, best error:      1895.58984 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 75.4392623901s, input_fired_time: 0.7500794530, output_fired_time: 0.6875706315, propagate_forward_time: 28.1969146729, propagate_backward_time: 43.4104766846, weight_update_time: 0.1066969261, other_time: 2.3942260742
epoch time: 6.3595848083s, input_fired_time: 0.0961326212, output_fired_time: 0.0000000000, propagate_forward_time: 5.8281598091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352922440
validation[          , genome  1387] predictions:    9455/  10000 (94.55%), best:    9476/10000 (94.76%), error:      1906.47729, best error:      1895.58984 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 77.0051116943s, input_fired_time: 0.7633011937, output_fired_time: 0.6994168162, propagate_forward_time: 28.9793529510, propagate_backward_time: 44.1494102478, weight_update_time: 0.1087618470, other_time: 2.4136314392
epoch time: 6.3329691887s, input_fired_time: 0.0960537568, output_fired_time: 0.0000000000, propagate_forward_time: 5.7978749275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390406609
validation[          , genome  1387] predictions:    9464/  10000 (94.64%), best:    9464/10000 (94.64%), error:      1850.46594, best error:      1850.46594 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 76.7956466675s, input_fired_time: 0.7621570826, output_fired_time: 0.6989088058, propagate_forward_time: 28.8868789673, propagate_backward_time: 44.0326385498, weight_update_time: 0.1085344926, other_time: 2.4150695801
epoch time: 6.3080391884s, input_fired_time: 0.0963358879, output_fired_time: 0.0000000000, propagate_forward_time: 5.7768068314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348964691
validation[          , genome  1387] predictions:    9413/  10000 (94.13%), best:    9464/10000 (94.64%), error:      2009.88037, best error:      1850.46594 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 76.7815170288s, input_fired_time: 0.7641189098, output_fired_time: 0.6986958385, propagate_forward_time: 28.7922992706, propagate_backward_time: 44.1150436401, weight_update_time: 0.1082462296, other_time: 2.4113616943
epoch time: 6.3513708115s, input_fired_time: 0.0974172056, output_fired_time: 0.0000000000, propagate_forward_time: 5.8166756630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372777939
validation[          , genome  1387] predictions:    9487/  10000 (94.87%), best:    9487/10000 (94.87%), error:      1779.03064, best error:      1779.03064 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 76.5632934570s, input_fired_time: 0.7657046914, output_fired_time: 0.6969186068, propagate_forward_time: 28.7318973541, propagate_backward_time: 43.9368171692, weight_update_time: 0.1082954034, other_time: 2.4319572449
epoch time: 6.2987842560s, input_fired_time: 0.0955023393, output_fired_time: 0.0000000000, propagate_forward_time: 5.7759404182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273414612
validation[          , genome  1387] predictions:    9472/  10000 (94.72%), best:    9487/10000 (94.87%), error:      1888.23267, best error:      1779.03064 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 75.8335037231s, input_fired_time: 0.7613453865, output_fired_time: 0.6897867918, propagate_forward_time: 28.5368022919, propagate_backward_time: 43.4389877319, weight_update_time: 0.1072959825, other_time: 2.4065780640
epoch time: 6.3583202362s, input_fired_time: 0.0975278020, output_fired_time: 0.0000000000, propagate_forward_time: 5.8253378868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354543686
validation[          , genome  1387] predictions:    9408/  10000 (94.08%), best:    9487/10000 (94.87%), error:      1972.76575, best error:      1779.03064 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 76.0447692871s, input_fired_time: 0.7602230310, output_fired_time: 0.6934040189, propagate_forward_time: 28.4728088379, propagate_backward_time: 43.6982955933, weight_update_time: 0.1075448394, other_time: 2.4200363159
epoch time: 6.3882489204s, input_fired_time: 0.0984591171, output_fired_time: 0.0000000000, propagate_forward_time: 5.8509325981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388570786
validation[          , genome  1387] predictions:    9447/  10000 (94.47%), best:    9487/10000 (94.87%), error:      1965.20618, best error:      1779.03064 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 76.4168624878s, input_fired_time: 0.7649120688, output_fired_time: 0.6970527172, propagate_forward_time: 28.6926574707, propagate_backward_time: 43.8499717712, weight_update_time: 0.1079979539, other_time: 2.4122657776
epoch time: 6.2930407524s, input_fired_time: 0.0970475674, output_fired_time: 0.0000000000, propagate_forward_time: 5.7621564865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338369370
validation[          , genome  1387] predictions:    9430/  10000 (94.30%), best:    9487/10000 (94.87%), error:      1973.26721, best error:      1779.03064 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 76.8713684082s, input_fired_time: 0.7663654685, output_fired_time: 0.7004917264, propagate_forward_time: 28.9280376434, propagate_backward_time: 44.0722999573, weight_update_time: 0.1082851142, other_time: 2.4041709900
epoch time: 6.1600375175s, input_fired_time: 0.0944778174, output_fired_time: 0.0000000000, propagate_forward_time: 5.6338415146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317183495
validation[          , genome  1387] predictions:    9298/  10000 (92.98%), best:    9487/10000 (94.87%), error:      2300.04956, best error:      1779.03064 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 76.4682083130s, input_fired_time: 0.7649737000, output_fired_time: 0.6958798766, propagate_forward_time: 28.6818752289, propagate_backward_time: 43.9163780212, weight_update_time: 0.1082861647, other_time: 2.4090995789
epoch time: 6.2547025681s, input_fired_time: 0.0971161798, output_fired_time: 0.0000000000, propagate_forward_time: 5.7215905190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359960556
validation[          , genome  1387] predictions:    9472/  10000 (94.72%), best:    9487/10000 (94.87%), error:      1816.59412, best error:      1779.03064 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 76.9555511475s, input_fired_time: 0.7674461603, output_fired_time: 0.7001229525, propagate_forward_time: 28.9341526031, propagate_backward_time: 44.1412239075, weight_update_time: 0.1086168811, other_time: 2.4126014709
epoch time: 6.3187246323s, input_fired_time: 0.0973593742, output_fired_time: 0.0000000000, propagate_forward_time: 5.7832331657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381322861
validation[          , genome  1387] predictions:    9447/  10000 (94.47%), best:    9487/10000 (94.87%), error:      1910.81726, best error:      1779.03064 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 76.5476379395s, input_fired_time: 0.7677067518, output_fired_time: 0.6945321560, propagate_forward_time: 28.7081050873, propagate_backward_time: 43.9625892639, weight_update_time: 0.1086983159, other_time: 2.4146995544
epoch time: 6.3472652435s, input_fired_time: 0.0976383910, output_fired_time: 0.0000000000, propagate_forward_time: 5.8155446053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340820313
validation[          , genome  1387] predictions:    9466/  10000 (94.66%), best:    9487/10000 (94.87%), error:      1810.52026, best error:      1779.03064 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 76.9434738159s, input_fired_time: 0.7705781460, output_fired_time: 0.7003924847, propagate_forward_time: 28.8920059204, propagate_backward_time: 44.1442031860, weight_update_time: 0.1096629575, other_time: 2.4362945557
epoch time: 6.3266320229s, input_fired_time: 0.0969497636, output_fired_time: 0.0000000000, propagate_forward_time: 5.7931499481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365324974
validation[          , genome  1387] predictions:    9495/  10000 (94.95%), best:    9495/10000 (94.95%), error:      1751.22302, best error:      1751.22302 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 76.8147277832s, input_fired_time: 0.7683416605, output_fired_time: 0.6983524561, propagate_forward_time: 28.8816871643, propagate_backward_time: 44.0623359680, weight_update_time: 0.1078448147, other_time: 2.4040145874
epoch time: 6.3010349274s, input_fired_time: 0.0970572680, output_fired_time: 0.0000000000, propagate_forward_time: 5.7718067169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4321708679
validation[          , genome  1387] predictions:    9464/  10000 (94.64%), best:    9495/10000 (94.95%), error:      1869.48132, best error:      1751.22302 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 76.7807846069s, input_fired_time: 0.7684741020, output_fired_time: 0.6970291138, propagate_forward_time: 28.8350238800, propagate_backward_time: 44.0668487549, weight_update_time: 0.1084679365, other_time: 2.4134140015
epoch time: 6.3087511063s, input_fired_time: 0.0965770334, output_fired_time: 0.0000000000, propagate_forward_time: 5.7785201073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336538315
validation[          , genome  1387] predictions:    9418/  10000 (94.18%), best:    9495/10000 (94.95%), error:      2041.47449, best error:      1751.22302 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 76.3277587891s, input_fired_time: 0.7676056623, output_fired_time: 0.6968412399, propagate_forward_time: 28.6689472198, propagate_backward_time: 43.7735176086, weight_update_time: 0.1078632623, other_time: 2.4208488464
epoch time: 6.3740053177s, input_fired_time: 0.0986409113, output_fired_time: 0.0000000000, propagate_forward_time: 5.8381023407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372620583
validation[          , genome  1387] predictions:    9458/  10000 (94.58%), best:    9495/10000 (94.95%), error:      1942.09485, best error:      1751.22302 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 76.7409667969s, input_fired_time: 0.7703194022, output_fired_time: 0.6993809342, propagate_forward_time: 28.8293628693, propagate_backward_time: 44.0311584473, weight_update_time: 0.1084489822, other_time: 2.4107513428
epoch time: 6.3559737206s, input_fired_time: 0.0987161770, output_fired_time: 0.0000000000, propagate_forward_time: 5.8152594566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419980049
validation[          , genome  1387] predictions:    9459/  10000 (94.59%), best:    9495/10000 (94.95%), error:      1946.13464, best error:      1751.22302 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 76.5274810791s, input_fired_time: 0.7685680985, output_fired_time: 0.6956491470, propagate_forward_time: 28.6968917847, propagate_backward_time: 43.9516944885, weight_update_time: 0.1081883982, other_time: 2.4146766663
epoch time: 6.2840237617s, input_fired_time: 0.0981514454, output_fired_time: 0.0000000000, propagate_forward_time: 5.7512240410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346480370
validation[          , genome  1387] predictions:    9490/  10000 (94.90%), best:    9495/10000 (94.95%), error:      1774.51831, best error:      1751.22302 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 76.2529525757s, input_fired_time: 0.7688525319, output_fired_time: 0.6952970624, propagate_forward_time: 28.6660213470, propagate_backward_time: 43.7201652527, weight_update_time: 0.1081013456, other_time: 2.4026145935
epoch time: 6.3480286598s, input_fired_time: 0.0974648595, output_fired_time: 0.0000000000, propagate_forward_time: 5.8202085495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303550720
validation[          , genome  1387] predictions:    9471/  10000 (94.71%), best:    9495/10000 (94.95%), error:      1814.76465, best error:      1751.22302 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 76.5995941162s, input_fired_time: 0.7700343728, output_fired_time: 0.6973625422, propagate_forward_time: 28.7763233185, propagate_backward_time: 43.9397048950, weight_update_time: 0.1081121191, other_time: 2.4161682129
epoch time: 6.2854876518s, input_fired_time: 0.0980689824, output_fired_time: 0.0000000000, propagate_forward_time: 5.7496790886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377393723
validation[          , genome  1387] predictions:    9461/  10000 (94.61%), best:    9495/10000 (94.95%), error:      1848.12659, best error:      1751.22302 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 76.2287826538s, input_fired_time: 0.7698991299, output_fired_time: 0.6933485270, propagate_forward_time: 28.5953216553, propagate_backward_time: 43.7362785339, weight_update_time: 0.1096322089, other_time: 2.4339332581
epoch time: 6.3450837135s, input_fired_time: 0.0989245549, output_fired_time: 0.0000000000, propagate_forward_time: 5.8043174744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418416023
validation[          , genome  1387] predictions:    9447/  10000 (94.47%), best:    9495/10000 (94.95%), error:      1867.86853, best error:      1751.22302 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 76.6829299927s, input_fired_time: 0.7703033090, output_fired_time: 0.6950511932, propagate_forward_time: 28.7522754669, propagate_backward_time: 44.0480842590, weight_update_time: 0.1085129976, other_time: 2.4172172546
epoch time: 6.3389701843s, input_fired_time: 0.0982359126, output_fired_time: 0.0000000000, propagate_forward_time: 5.8045139313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362201691
validation[          , genome  1387] predictions:    9435/  10000 (94.35%), best:    9495/10000 (94.95%), error:      1978.33459, best error:      1751.22302 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 76.8258285522s, input_fired_time: 0.7724894285, output_fired_time: 0.6998134851, propagate_forward_time: 28.8549518585, propagate_backward_time: 44.0871353149, weight_update_time: 0.1081284508, other_time: 2.4114379883
epoch time: 6.2734003067s, input_fired_time: 0.0976348221, output_fired_time: 0.0000000000, propagate_forward_time: 5.7458662987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298992157
validation[          , genome  1387] predictions:    9443/  10000 (94.43%), best:    9495/10000 (94.95%), error:      1855.83716, best error:      1751.22302 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 76.4919052124s, input_fired_time: 0.7714722157, output_fired_time: 0.6952514648, propagate_forward_time: 28.7011280060, propagate_backward_time: 43.9088516235, weight_update_time: 0.1081505120, other_time: 2.4152069092
epoch time: 6.2359657288s, input_fired_time: 0.0978841558, output_fired_time: 0.0000000000, propagate_forward_time: 5.7022991180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357824326
validation[          , genome  1387] predictions:    9482/  10000 (94.82%), best:    9482/10000 (94.82%), error:      1748.94788, best error:      1748.94788 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 76.4333267212s, input_fired_time: 0.7710638642, output_fired_time: 0.6938368082, propagate_forward_time: 28.7392044067, propagate_backward_time: 43.8329696655, weight_update_time: 0.1078796387, other_time: 2.3962478638
epoch time: 6.2124142647s, input_fired_time: 0.0962171033, output_fired_time: 0.0000000000, propagate_forward_time: 5.6909828186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252142906
validation[          , genome  1387] predictions:    9493/  10000 (94.93%), best:    9493/10000 (94.93%), error:      1727.30896, best error:      1727.30896 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 76.6922073364s, input_fired_time: 0.7766970396, output_fired_time: 0.6984012723, propagate_forward_time: 28.7787151337, propagate_backward_time: 44.0148315430, weight_update_time: 0.1082646772, other_time: 2.4235610962
epoch time: 6.3543963432s, input_fired_time: 0.0979527682, output_fired_time: 0.0000000000, propagate_forward_time: 5.8172202110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392232895
validation[          , genome  1387] predictions:    9472/  10000 (94.72%), best:    9493/10000 (94.93%), error:      1790.88770, best error:      1727.30896 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 76.9929428101s, input_fired_time: 0.7750524879, output_fired_time: 0.6982341409, propagate_forward_time: 28.9069843292, propagate_backward_time: 44.1784667969, weight_update_time: 0.1088463068, other_time: 2.4342041016
epoch time: 6.2987766266s, input_fired_time: 0.0979804173, output_fired_time: 0.0000000000, propagate_forward_time: 5.7666573524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341387749
validation[          , genome  1387] predictions:    9498/  10000 (94.98%), best:    9493/10000 (94.93%), error:      1763.45361, best error:      1727.30896 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 76.3775405884s, input_fired_time: 0.7731670737, output_fired_time: 0.6951171160, propagate_forward_time: 28.5976333618, propagate_backward_time: 43.8769378662, weight_update_time: 0.1083317921, other_time: 2.4346847534
epoch time: 6.3251013756s, input_fired_time: 0.0979625061, output_fired_time: 0.0000000000, propagate_forward_time: 5.7940831184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330558777
validation[          , genome  1387] predictions:    9506/  10000 (95.06%), best:    9506/10000 (95.06%), error:      1719.81543, best error:      1719.81543 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 76.9037628174s, input_fired_time: 0.7770466805, output_fired_time: 0.6989715099, propagate_forward_time: 28.8644371033, propagate_backward_time: 44.1349449158, weight_update_time: 0.1087449044, other_time: 2.4283599854
epoch time: 6.2597651482s, input_fired_time: 0.0978181139, output_fired_time: 0.0000000000, propagate_forward_time: 5.7315735817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303736687
validation[          , genome  1387] predictions:    9511/  10000 (95.11%), best:    9506/10000 (95.06%), error:      1725.34058, best error:      1719.81543 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 77.1264801025s, input_fired_time: 0.7786638737, output_fired_time: 0.7007820606, propagate_forward_time: 28.9642753601, propagate_backward_time: 44.2566146851, weight_update_time: 0.1088621840, other_time: 2.4261436462
epoch time: 6.3449501991s, input_fired_time: 0.0985421017, output_fired_time: 0.0000000000, propagate_forward_time: 5.8123598099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340481758
validation[          , genome  1387] predictions:    9483/  10000 (94.83%), best:    9506/10000 (95.06%), error:      1793.13953, best error:      1719.81543 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 76.8153457642s, input_fired_time: 0.7802321315, output_fired_time: 0.6992380023, propagate_forward_time: 28.9471569061, propagate_backward_time: 43.9605140686, weight_update_time: 0.1087177694, other_time: 2.4281959534
epoch time: 6.3019042015s, input_fired_time: 0.0997877792, output_fired_time: 0.0000000000, propagate_forward_time: 5.7640395164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380769730
validation[          , genome  1387] predictions:    9503/  10000 (95.03%), best:    9503/10000 (95.03%), error:      1698.13855, best error:      1698.13855 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 76.8195724487s, input_fired_time: 0.7770229578, output_fired_time: 0.6975875497, propagate_forward_time: 28.8772373199, propagate_backward_time: 44.0599212646, weight_update_time: 0.1083291546, other_time: 2.4078063965
epoch time: 6.2643260956s, input_fired_time: 0.0982737765, output_fired_time: 0.0000000000, propagate_forward_time: 5.7278490067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382033348
validation[          , genome  1387] predictions:    9489/  10000 (94.89%), best:    9503/10000 (95.03%), error:      1725.17273, best error:      1698.13855 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 77.0307998657s, input_fired_time: 0.7809346318, output_fired_time: 0.7027557492, propagate_forward_time: 28.9646797180, propagate_backward_time: 44.1521987915, weight_update_time: 0.1087008938, other_time: 2.4302253723
epoch time: 6.3247237206s, input_fired_time: 0.0989322439, output_fired_time: 0.0000000000, propagate_forward_time: 5.7848014832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409899712
validation[          , genome  1387] predictions:    9460/  10000 (94.60%), best:    9503/10000 (95.03%), error:      1830.67944, best error:      1698.13855 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 77.1388778687s, input_fired_time: 0.7796739340, output_fired_time: 0.7001288533, propagate_forward_time: 28.9482421875, propagate_backward_time: 44.2913894653, weight_update_time: 0.1091151014, other_time: 2.4194488525
epoch time: 6.3607230186s, input_fired_time: 0.0999603197, output_fired_time: 0.0000000000, propagate_forward_time: 5.8225898743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381728172
validation[          , genome  1387] predictions:    9467/  10000 (94.67%), best:    9503/10000 (95.03%), error:      1802.76794, best error:      1698.13855 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 76.8104324341s, input_fired_time: 0.7777473927, output_fired_time: 0.6963731050, propagate_forward_time: 28.8486328125, propagate_backward_time: 44.0662994385, weight_update_time: 0.1085713506, other_time: 2.4213790894
epoch time: 6.2931962013s, input_fired_time: 0.0988410860, output_fired_time: 0.0000000000, propagate_forward_time: 5.7615966797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327583313
validation[          , genome  1387] predictions:    9482/  10000 (94.82%), best:    9503/10000 (95.03%), error:      1725.57898, best error:      1698.13855 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 76.4405670166s, input_fired_time: 0.7772352695, output_fired_time: 0.6964388490, propagate_forward_time: 28.7179470062, propagate_backward_time: 43.8276100159, weight_update_time: 0.1081326231, other_time: 2.4213294983
epoch time: 6.2628130913s, input_fired_time: 0.0991467386, output_fired_time: 0.0000000000, propagate_forward_time: 5.7324204445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312458038
validation[          , genome  1387] predictions:    9491/  10000 (94.91%), best:    9503/10000 (95.03%), error:      1724.28589, best error:      1698.13855 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 76.7274703979s, input_fired_time: 0.7780083418, output_fired_time: 0.6971480250, propagate_forward_time: 28.7624282837, propagate_backward_time: 44.0852661133, weight_update_time: 0.1081346124, other_time: 2.4046173096
epoch time: 5.9194297791s, input_fired_time: 0.0961884111, output_fired_time: 0.0000000000, propagate_forward_time: 5.4062333107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170079231
validation[          , genome  1387] predictions:    9462/  10000 (94.62%), best:    9503/10000 (95.03%), error:      1792.91443, best error:      1698.13855 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 76.7394104004s, input_fired_time: 0.7790508270, output_fired_time: 0.6969001293, propagate_forward_time: 28.7661533356, propagate_backward_time: 44.0765876770, weight_update_time: 0.1087863818, other_time: 2.4207191467
epoch time: 6.3529510498s, input_fired_time: 0.1005030349, output_fired_time: 0.0000000000, propagate_forward_time: 5.8104457855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420022964
validation[          , genome  1387] predictions:    9513/  10000 (95.13%), best:    9503/10000 (95.03%), error:      1723.33875, best error:      1698.13855 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 76.4635696411s, input_fired_time: 0.7780398726, output_fired_time: 0.6950908303, propagate_forward_time: 28.7375316620, propagate_backward_time: 43.8504295349, weight_update_time: 0.1077685505, other_time: 2.4024772644
epoch time: 6.3176202774s, input_fired_time: 0.0995834991, output_fired_time: 0.0000000000, propagate_forward_time: 5.7764735222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415631294
validation[          , genome  1387] predictions:    9500/  10000 (95.00%), best:    9503/10000 (95.03%), error:      1708.05920, best error:      1698.13855 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 77.0627365112s, input_fired_time: 0.7835499644, output_fired_time: 0.7001808286, propagate_forward_time: 28.9362487793, propagate_backward_time: 44.2056274414, weight_update_time: 0.1087715551, other_time: 2.4371337891
epoch time: 6.3211841583s, input_fired_time: 0.0998891369, output_fired_time: 0.0000000000, propagate_forward_time: 5.7850651741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362297058
validation[          , genome  1387] predictions:    9477/  10000 (94.77%), best:    9503/10000 (95.03%), error:      1750.27478, best error:      1698.13855 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 76.6695480347s, input_fired_time: 0.7800580263, output_fired_time: 0.6964049339, propagate_forward_time: 28.7857208252, propagate_backward_time: 43.9828948975, weight_update_time: 0.1086015552, other_time: 2.4244689941
epoch time: 6.2607665062s, input_fired_time: 0.0995138586, output_fired_time: 0.0000000000, propagate_forward_time: 5.7289004326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323520660
validation[          , genome  1387] predictions:    9424/  10000 (94.24%), best:    9503/10000 (95.03%), error:      1909.69836, best error:      1698.13855 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 76.5417022705s, input_fired_time: 0.7823433876, output_fired_time: 0.6954650879, propagate_forward_time: 28.7952175140, propagate_backward_time: 43.8601875305, weight_update_time: 0.1084668711, other_time: 2.4084892273
epoch time: 6.2630348206s, input_fired_time: 0.0994657353, output_fired_time: 0.0000000000, propagate_forward_time: 5.7302174568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333515167
validation[          , genome  1387] predictions:    9467/  10000 (94.67%), best:    9503/10000 (95.03%), error:      1755.03357, best error:      1698.13855 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 77.0610885620s, input_fired_time: 0.7844146490, output_fired_time: 0.7011325359, propagate_forward_time: 28.9387397766, propagate_backward_time: 44.2110099792, weight_update_time: 0.1088033095, other_time: 2.4257888794
epoch time: 5.7561826706s, input_fired_time: 0.0939745605, output_fired_time: 0.0000000000, propagate_forward_time: 5.2414050102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208030701
validation[          , genome  1387] predictions:    9485/  10000 (94.85%), best:    9503/10000 (95.03%), error:      1815.24512, best error:      1698.13855 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 76.1174774170s, input_fired_time: 0.7813173532, output_fired_time: 0.6937260032, propagate_forward_time: 28.5760154724, propagate_backward_time: 43.6694488525, weight_update_time: 0.1076082811, other_time: 2.3969688416
epoch time: 6.3276019096s, input_fired_time: 0.1002485603, output_fired_time: 0.0000000000, propagate_forward_time: 5.7979040146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294495583
validation[          , genome  1387] predictions:    9514/  10000 (95.14%), best:    9503/10000 (95.03%), error:      1702.97034, best error:      1698.13855 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 76.7935791016s, input_fired_time: 0.7831860781, output_fired_time: 0.6991350651, propagate_forward_time: 28.8079643250, propagate_backward_time: 44.0850486755, weight_update_time: 0.1083808988, other_time: 2.4182434082
epoch time: 6.3489103317s, input_fired_time: 0.1007134691, output_fired_time: 0.0000000000, propagate_forward_time: 5.8110933304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371037483
validation[          , genome  1387] predictions:    9454/  10000 (94.54%), best:    9503/10000 (95.03%), error:      1882.10962, best error:      1698.13855 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 76.6712875366s, input_fired_time: 0.7844824195, output_fired_time: 0.6971413493, propagate_forward_time: 28.7423076630, propagate_backward_time: 44.0104522705, weight_update_time: 0.1087454557, other_time: 2.4368972778
epoch time: 6.2752943039s, input_fired_time: 0.0999408588, output_fired_time: 0.0000000000, propagate_forward_time: 5.7399106026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354429245
validation[          , genome  1387] predictions:    9508/  10000 (95.08%), best:    9503/10000 (95.03%), error:      1720.36084, best error:      1698.13855 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 76.3137741089s, input_fired_time: 0.7830806375, output_fired_time: 0.6942161918, propagate_forward_time: 28.6741371155, propagate_backward_time: 43.7497215271, weight_update_time: 0.1077224612, other_time: 2.4126205444
epoch time: 6.1920909882s, input_fired_time: 0.0992773026, output_fired_time: 0.0000000000, propagate_forward_time: 5.6608943939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319190979
validation[          , genome  1387] predictions:    9511/  10000 (95.11%), best:    9503/10000 (95.03%), error:      1709.35388, best error:      1698.13855 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 76.7326889038s, input_fired_time: 0.7841089368, output_fired_time: 0.6987697482, propagate_forward_time: 28.8498744965, propagate_backward_time: 43.9917793274, weight_update_time: 0.1083255634, other_time: 2.4081535339
epoch time: 6.3412485123s, input_fired_time: 0.1001758873, output_fired_time: 0.0000000000, propagate_forward_time: 5.8020930290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389796257
validation[          , genome  1387] predictions:    9504/  10000 (95.04%), best:    9503/10000 (95.03%), error:      1718.82312, best error:      1698.13855 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 76.6273117065s, input_fired_time: 0.7845988274, output_fired_time: 0.6972395778, propagate_forward_time: 28.8093090057, propagate_backward_time: 43.9259948730, weight_update_time: 0.1081981361, other_time: 2.4101638794
epoch time: 6.3272504807s, input_fired_time: 0.1011159346, output_fired_time: 0.0000000000, propagate_forward_time: 5.7903552055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357795715
validation[          , genome  1387] predictions:    9392/  10000 (93.92%), best:    9503/10000 (95.03%), error:      1971.52112, best error:      1698.13855 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 76.4199447632s, input_fired_time: 0.7831946611, output_fired_time: 0.6952484846, propagate_forward_time: 28.6643447876, propagate_backward_time: 43.8570442200, weight_update_time: 0.1082140282, other_time: 2.4201087952
epoch time: 6.2722864151s, input_fired_time: 0.0992010459, output_fired_time: 0.0000000000, propagate_forward_time: 5.7369704247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361147881
validation[          , genome  1387] predictions:    9515/  10000 (95.15%), best:    9503/10000 (95.03%), error:      1698.39319, best error:      1698.13855 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 76.9355239868s, input_fired_time: 0.7865067124, output_fired_time: 0.6973820925, propagate_forward_time: 28.9017086029, propagate_backward_time: 44.1218566895, weight_update_time: 0.1113884449, other_time: 2.4280700684
epoch time: 6.2491369247s, input_fired_time: 0.0991467312, output_fired_time: 0.0000000000, propagate_forward_time: 5.7267823219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232077599
validation[          , genome  1387] predictions:    9500/  10000 (95.00%), best:    9500/10000 (95.00%), error:      1691.41553, best error:      1691.41553 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 76.6734237671s, input_fired_time: 0.7860966325, output_fired_time: 0.6983776689, propagate_forward_time: 28.7300605774, propagate_backward_time: 44.0298461914, weight_update_time: 0.1084664091, other_time: 2.4290428162
epoch time: 6.3177790642s, input_fired_time: 0.1009192839, output_fired_time: 0.0000000000, propagate_forward_time: 5.7818174362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350423813
validation[          , genome  1387] predictions:    9496/  10000 (94.96%), best:    9500/10000 (95.00%), error:      1739.26465, best error:      1691.41553 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 76.6138153076s, input_fired_time: 0.7859399915, output_fired_time: 0.6975726485, propagate_forward_time: 28.7560348511, propagate_backward_time: 43.9649162292, weight_update_time: 0.1083097011, other_time: 2.4093513489
epoch time: 6.2555322647s, input_fired_time: 0.1001727879, output_fired_time: 0.0000000000, propagate_forward_time: 5.7285056114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268536568
validation[          , genome  1387] predictions:    9496/  10000 (94.96%), best:    9500/10000 (95.00%), error:      1708.76611, best error:      1691.41553 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 76.9208526611s, input_fired_time: 0.7898969650, output_fired_time: 0.7012290955, propagate_forward_time: 28.9390640259, propagate_backward_time: 44.0739822388, weight_update_time: 0.1087571904, other_time: 2.4166870117
epoch time: 6.3408684731s, input_fired_time: 0.1005240232, output_fired_time: 0.0000000000, propagate_forward_time: 5.8073415756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330029488
validation[          , genome  1387] predictions:    9520/  10000 (95.20%), best:    9520/10000 (95.20%), error:      1666.42102, best error:      1666.42102 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 76.0407485962s, input_fired_time: 0.7871081829, output_fired_time: 0.6978780627, propagate_forward_time: 28.6095886230, propagate_backward_time: 43.5412483215, weight_update_time: 0.1071976870, other_time: 2.4049263000
epoch time: 6.3132400513s, input_fired_time: 0.1010621339, output_fired_time: 0.0000000000, propagate_forward_time: 5.7846627235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275150299
validation[          , genome  1387] predictions:    9480/  10000 (94.80%), best:    9520/10000 (95.20%), error:      1777.02820, best error:      1666.42102 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 76.4692077637s, input_fired_time: 0.7881523371, output_fired_time: 0.6964365244, propagate_forward_time: 28.6425838470, propagate_backward_time: 43.9153633118, weight_update_time: 0.1081817299, other_time: 2.4266700745
epoch time: 6.3011093140s, input_fired_time: 0.1010513976, output_fired_time: 0.0000000000, propagate_forward_time: 5.7686572075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314007759
validation[          , genome  1387] predictions:    9430/  10000 (94.30%), best:    9520/10000 (95.20%), error:      1867.75830, best error:      1666.42102 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 76.8554229736s, input_fired_time: 0.7887625694, output_fired_time: 0.7009637356, propagate_forward_time: 28.8647594452, propagate_backward_time: 44.0913505554, weight_update_time: 0.1084704697, other_time: 2.4095802307
epoch time: 6.1829199791s, input_fired_time: 0.0990458876, output_fired_time: 0.0000000000, propagate_forward_time: 5.6620187759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218554497
validation[          , genome  1387] predictions:    9475/  10000 (94.75%), best:    9520/10000 (95.20%), error:      1800.67554, best error:      1666.42102 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 76.4991149902s, input_fired_time: 0.7872687578, output_fired_time: 0.6960476637, propagate_forward_time: 28.6683025360, propagate_backward_time: 43.9172477722, weight_update_time: 0.1087008864, other_time: 2.4302482605
epoch time: 6.3050360680s, input_fired_time: 0.1017052159, output_fired_time: 0.0000000000, propagate_forward_time: 5.7655773163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377536774
validation[          , genome  1387] predictions:    9490/  10000 (94.90%), best:    9520/10000 (95.20%), error:      1702.00171, best error:      1666.42102 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 76.6968383789s, input_fired_time: 0.7889574170, output_fired_time: 0.6959438920, propagate_forward_time: 28.7812595367, propagate_backward_time: 44.0053863525, weight_update_time: 0.1083465889, other_time: 2.4252929688
epoch time: 6.1069693565s, input_fired_time: 0.0999070778, output_fired_time: 0.0000000000, propagate_forward_time: 5.5785546303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285078049
validation[          , genome  1387] predictions:    9497/  10000 (94.97%), best:    9520/10000 (95.20%), error:      1709.91553, best error:      1666.42102 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 76.1712646484s, input_fired_time: 0.7881317139, output_fired_time: 0.6933994889, propagate_forward_time: 28.6197414398, propagate_backward_time: 43.6524848938, weight_update_time: 0.1077828854, other_time: 2.4175071716
epoch time: 6.3027215004s, input_fired_time: 0.1018895358, output_fired_time: 0.0000000000, propagate_forward_time: 5.7697730064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310588837
validation[          , genome  1387] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1657.78857, best error:      1657.78857 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 76.1104202271s, input_fired_time: 0.7870168686, output_fired_time: 0.6909000874, propagate_forward_time: 28.5907573700, propagate_backward_time: 43.6384658813, weight_update_time: 0.1077234894, other_time: 2.4032745361
epoch time: 6.3312349319s, input_fired_time: 0.1009198055, output_fired_time: 0.0000000000, propagate_forward_time: 5.7983169556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319982529
validation[          , genome  1387] predictions:    9513/  10000 (95.13%), best:    9521/10000 (95.21%), error:      1665.98779, best error:      1657.78857 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 76.9636917114s, input_fired_time: 0.7938477397, output_fired_time: 0.7034335136, propagate_forward_time: 28.9336948395, propagate_backward_time: 44.1153411865, weight_update_time: 0.1088509262, other_time: 2.4173812866
epoch time: 6.3113751411s, input_fired_time: 0.1018296331, output_fired_time: 0.0000000000, propagate_forward_time: 5.7768893242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326562881
validation[          , genome  1387] predictions:    9512/  10000 (95.12%), best:    9521/10000 (95.21%), error:      1698.58276, best error:      1657.78857 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 76.1050491333s, input_fired_time: 0.7872790694, output_fired_time: 0.6931268573, propagate_forward_time: 28.5523719788, propagate_backward_time: 43.6789779663, weight_update_time: 0.1076302975, other_time: 2.3932914734
epoch time: 6.2709360123s, input_fired_time: 0.1016227752, output_fired_time: 0.0000000000, propagate_forward_time: 5.7385478020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307656288
validation[          , genome  1387] predictions:    9503/  10000 (95.03%), best:    9521/10000 (95.21%), error:      1776.66272, best error:      1657.78857 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 76.7771911621s, input_fired_time: 0.7957781553, output_fired_time: 0.6994471550, propagate_forward_time: 28.8329505920, propagate_backward_time: 44.0222358704, weight_update_time: 0.1089558899, other_time: 2.4267807007
epoch time: 6.3576273918s, input_fired_time: 0.1025500298, output_fired_time: 0.0000000000, propagate_forward_time: 5.8222112656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328660965
validation[          , genome  1387] predictions:    9515/  10000 (95.15%), best:    9521/10000 (95.21%), error:      1683.43433, best error:      1657.78857 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 76.6833724976s, input_fired_time: 0.7929310799, output_fired_time: 0.6963573694, propagate_forward_time: 28.7735004425, propagate_backward_time: 44.0236968994, weight_update_time: 0.1079200655, other_time: 2.3968887329
epoch time: 6.2557368279s, input_fired_time: 0.1021301672, output_fired_time: 0.0000000000, propagate_forward_time: 5.7190303802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345765114
validation[          , genome  1387] predictions:    9520/  10000 (95.20%), best:    9521/10000 (95.21%), error:      1691.96277, best error:      1657.78857 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 76.7673110962s, input_fired_time: 0.7947756648, output_fired_time: 0.6975522041, propagate_forward_time: 28.8958549500, propagate_backward_time: 43.9544525146, weight_update_time: 0.1084899604, other_time: 2.4246711731
epoch time: 6.3368930817s, input_fired_time: 0.1019038782, output_fired_time: 0.0000000000, propagate_forward_time: 5.7988653183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361238480
validation[          , genome  1387] predictions:    9430/  10000 (94.30%), best:    9521/10000 (95.21%), error:      2003.65125, best error:      1657.78857 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 76.6618194580s, input_fired_time: 0.7948998809, output_fired_time: 0.6972008348, propagate_forward_time: 28.8126926422, propagate_backward_time: 43.9327239990, weight_update_time: 0.1087310910, other_time: 2.4243011475
epoch time: 6.2746109962s, input_fired_time: 0.1022653654, output_fired_time: 0.0000000000, propagate_forward_time: 5.7370243073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353213310
validation[          , genome  1387] predictions:    9514/  10000 (95.14%), best:    9521/10000 (95.21%), error:      1668.40161, best error:      1657.78857 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 77.0393753052s, input_fired_time: 0.7954523563, output_fired_time: 0.6994306445, propagate_forward_time: 28.9176425934, propagate_backward_time: 44.2031097412, weight_update_time: 0.1091637909, other_time: 2.4237365723
epoch time: 6.1890778542s, input_fired_time: 0.1016310006, output_fired_time: 0.0000000000, propagate_forward_time: 5.6624746323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249720573
validation[          , genome  1387] predictions:    9518/  10000 (95.18%), best:    9521/10000 (95.21%), error:      1665.80042, best error:      1657.78857 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 76.6210632324s, input_fired_time: 0.7950956821, output_fired_time: 0.6954810619, propagate_forward_time: 28.7187976837, propagate_backward_time: 43.9901313782, weight_update_time: 0.1080829278, other_time: 2.4215583801
epoch time: 6.2102174759s, input_fired_time: 0.1007657051, output_fired_time: 0.0000000000, propagate_forward_time: 5.6854033470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240484238
validation[          , genome  1387] predictions:    9489/  10000 (94.89%), best:    9521/10000 (95.21%), error:      1739.26831, best error:      1657.78857 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 76.8980331421s, input_fired_time: 0.8012486696, output_fired_time: 0.7000706196, propagate_forward_time: 28.8486785889, propagate_backward_time: 44.1159095764, weight_update_time: 0.1083568186, other_time: 2.4321250916
epoch time: 6.2982139587s, input_fired_time: 0.1019161493, output_fired_time: 0.0000000000, propagate_forward_time: 5.7634034157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328942299
validation[          , genome  1387] predictions:    9503/  10000 (95.03%), best:    9521/10000 (95.21%), error:      1749.20728, best error:      1657.78857 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 76.6370162964s, input_fired_time: 0.7971937656, output_fired_time: 0.6963120699, propagate_forward_time: 28.8102741241, propagate_backward_time: 43.9084053040, weight_update_time: 0.1083051190, other_time: 2.4248313904
epoch time: 6.3548035622s, input_fired_time: 0.1025192961, output_fired_time: 0.0000000000, propagate_forward_time: 5.8227338791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295501709
validation[          , genome  1387] predictions:    9480/  10000 (94.80%), best:    9521/10000 (95.21%), error:      1703.17017, best error:      1657.78857 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 76.2202987671s, input_fired_time: 0.7958274484, output_fired_time: 0.6883478165, propagate_forward_time: 28.4792041779, propagate_backward_time: 43.8105087280, weight_update_time: 0.1083450466, other_time: 2.4464111328
epoch time: 6.3785619736s, input_fired_time: 0.1035571471, output_fired_time: 0.0000000000, propagate_forward_time: 5.8392863274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357185364
validation[          , genome  1387] predictions:    9481/  10000 (94.81%), best:    9521/10000 (95.21%), error:      1780.56213, best error:      1657.78857 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 76.0618972778s, input_fired_time: 0.7927329540, output_fired_time: 0.6945307851, propagate_forward_time: 28.4666080475, propagate_backward_time: 43.7021560669, weight_update_time: 0.1090495884, other_time: 2.4058685303
epoch time: 6.2838087082s, input_fired_time: 0.1023124754, output_fired_time: 0.0000000000, propagate_forward_time: 5.7512655258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302306175
validation[          , genome  1387] predictions:    9505/  10000 (95.05%), best:    9521/10000 (95.21%), error:      1689.16565, best error:      1657.78857 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 76.4125595093s, input_fired_time: 0.7951893806, output_fired_time: 0.6954703927, propagate_forward_time: 28.6467971802, propagate_backward_time: 43.8752250671, weight_update_time: 0.1078673750, other_time: 2.3998756409
epoch time: 6.2005734444s, input_fired_time: 0.1016023234, output_fired_time: 0.0000000000, propagate_forward_time: 5.6685914993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303793907
validation[          , genome  1387] predictions:    9514/  10000 (95.14%), best:    9514/10000 (95.14%), error:      1655.58435, best error:      1655.58435 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 76.3494567871s, input_fired_time: 0.7952630520, output_fired_time: 0.6972360611, propagate_forward_time: 28.6936130524, propagate_backward_time: 43.7667160034, weight_update_time: 0.1078688800, other_time: 2.3966293335
epoch time: 6.3412742615s, input_fired_time: 0.1032847464, output_fired_time: 0.0000000000, propagate_forward_time: 5.8038396835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341497421
validation[          , genome  1387] predictions:    9504/  10000 (95.04%), best:    9514/10000 (95.14%), error:      1671.09888, best error:      1655.58435 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 76.8539657593s, input_fired_time: 0.7993715405, output_fired_time: 0.6988411546, propagate_forward_time: 28.9132385254, propagate_backward_time: 44.0368003845, weight_update_time: 0.1083056405, other_time: 2.4057121277
epoch time: 6.2616443634s, input_fired_time: 0.1029437557, output_fired_time: 0.0000000000, propagate_forward_time: 5.7211112976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375891685
validation[          , genome  1387] predictions:    9514/  10000 (95.14%), best:    9514/10000 (95.14%), error:      1691.13965, best error:      1655.58435 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 76.2295989990s, input_fired_time: 0.7978461385, output_fired_time: 0.6943590045, propagate_forward_time: 28.5995540619, propagate_backward_time: 43.7250976563, weight_update_time: 0.1077352464, other_time: 2.4127426147
epoch time: 6.1993503571s, input_fired_time: 0.1015802994, output_fired_time: 0.0000000000, propagate_forward_time: 5.6700344086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277358055
validation[          , genome  1387] predictions:    9526/  10000 (95.26%), best:    9514/10000 (95.14%), error:      1689.09119, best error:      1655.58435 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 76.6561050415s, input_fired_time: 0.8005903363, output_fired_time: 0.6965898275, propagate_forward_time: 28.7772674561, propagate_backward_time: 43.9688148499, weight_update_time: 0.1082262918, other_time: 2.4128456116
epoch time: 6.2139668465s, input_fired_time: 0.1030440927, output_fired_time: 0.0000000000, propagate_forward_time: 5.6831703186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277524948
validation[          , genome  1387] predictions:    9528/  10000 (95.28%), best:    9528/10000 (95.28%), error:      1638.87122, best error:      1638.87122 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 76.5259704590s, input_fired_time: 0.7998037338, output_fired_time: 0.6966235638, propagate_forward_time: 28.6887264252, propagate_backward_time: 43.9433288574, weight_update_time: 0.1080485880, other_time: 2.3974838257
epoch time: 5.6311373711s, input_fired_time: 0.0962319300, output_fired_time: 0.0000000000, propagate_forward_time: 5.1267757416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081296921
validation[          , genome  1387] predictions:    9450/  10000 (94.50%), best:    9528/10000 (95.28%), error:      1908.18176, best error:      1638.87122 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 76.8760833740s, input_fired_time: 0.8019526005, output_fired_time: 0.6974189281, propagate_forward_time: 28.8794898987, propagate_backward_time: 44.0726699829, weight_update_time: 0.1088427082, other_time: 2.4245491028
epoch time: 6.3570365906s, input_fired_time: 0.1045898125, output_fired_time: 0.0000000000, propagate_forward_time: 5.8147120476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377346039
validation[          , genome  1387] predictions:    9489/  10000 (94.89%), best:    9528/10000 (95.28%), error:      1759.42163, best error:      1638.87122 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 76.5356063843s, input_fired_time: 0.8008255363, output_fired_time: 0.6967936158, propagate_forward_time: 28.7452964783, propagate_backward_time: 43.8890609741, weight_update_time: 0.1078530103, other_time: 2.4036293030
epoch time: 6.2861452103s, input_fired_time: 0.1030246541, output_fired_time: 0.0000000000, propagate_forward_time: 5.7544498444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286708832
validation[          , genome  1387] predictions:    9512/  10000 (95.12%), best:    9528/10000 (95.28%), error:      1704.91968, best error:      1638.87122 on epoch:    97, 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: 31.3938732147s, input_fired_time: 0.5193870068, output_fired_time: 0.0000000000, propagate_forward_time: 28.5987110138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2757759094
best training[          , genome  1387] predictions:   48423/  50000 (96.85%), best:    9528/10000 (95.28%), error:      5825.11230, best error:      1638.87122 on epoch:    97, 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: 6.1292891502s, input_fired_time: 0.1015178263, output_fired_time: 0.0000000000, propagate_forward_time: 5.5994095802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283618927
   testing[          , genome  1387] predictions:    9586/  10000 (95.86%), best:    9528/10000 (95.28%), error:      1507.12146, best error:      1638.87122 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:58:49 (8060): called boinc_finish(0)

</stderr_txt>
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