Nameexact_genome_1512568488_42_6527_1
Workunit2603844
Created7 Dec 2017, 20:16:34 UTC
Sent7 Dec 2017, 20:21:49 UTC
Report deadline14 Dec 2017, 14:30:13 UTC
Received8 Dec 2017, 8:42:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time2 hours 40 min 39 sec
CPU time2 hours 36 min 31 sec
Validate stateValid
Credit1,688.96
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size123.91 MB
Peak swap size2,591.43 MB
Peak disk usage1.29 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
rning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 88.5771408081s, input_fired_time: 0.7860255241, output_fired_time: 0.5823423266, propagate_forward_time: 29.9030990601, propagate_backward_time: 55.3936882019, weight_update_time: 0.1176118702, other_time: 1.9119834900
epoch time: 6.4230980873s, input_fired_time: 0.1062192172, output_fired_time: 0.0000000000, propagate_forward_time: 5.9675512314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493275642
validation[          , genome  6527] predictions:    9646/  10000 (96.46%), best:    9699/10000 (96.99%), error:      1202.14050, best error:      1013.79120 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 88.4211196899s, input_fired_time: 0.8026238084, output_fired_time: 0.5867828131, propagate_forward_time: 29.8117961884, propagate_backward_time: 55.3109588623, weight_update_time: 0.1189896241, other_time: 1.9089508057
epoch time: 6.4646134377s, input_fired_time: 0.1032965928, output_fired_time: 0.0000000000, propagate_forward_time: 6.0098590851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514575958
validation[          , genome  6527] predictions:    9659/  10000 (96.59%), best:    9699/10000 (96.99%), error:      1122.96326, best error:      1013.79120 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 88.6021347046s, input_fired_time: 0.8074608445, output_fired_time: 0.5890227556, propagate_forward_time: 29.7891521454, propagate_backward_time: 55.4934768677, weight_update_time: 0.1186030507, other_time: 1.9230194092
epoch time: 6.4017124176s, input_fired_time: 0.1030493826, output_fired_time: 0.0000000000, propagate_forward_time: 5.9542322159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444309235
validation[          , genome  6527] predictions:    9610/  10000 (96.10%), best:    9699/10000 (96.99%), error:      1273.47327, best error:      1013.79120 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 88.4161834717s, input_fired_time: 0.7949932218, output_fired_time: 0.5828269720, propagate_forward_time: 29.8418178558, propagate_backward_time: 55.2532005310, weight_update_time: 0.1160487831, other_time: 1.9433479309
epoch time: 6.3799152374s, input_fired_time: 0.1012683958, output_fired_time: 0.0000000000, propagate_forward_time: 5.9318695068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467774391
validation[          , genome  6527] predictions:    9653/  10000 (96.53%), best:    9699/10000 (96.99%), error:      1127.50146, best error:      1013.79120 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 88.5227355957s, input_fired_time: 0.7972237468, output_fired_time: 0.5856526494, propagate_forward_time: 29.8495006561, propagate_backward_time: 55.3533096313, weight_update_time: 0.1184577793, other_time: 1.9370422363
epoch time: 6.5418481827s, input_fired_time: 0.1051289067, output_fired_time: 0.0000000000, propagate_forward_time: 6.0890550613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476643562
validation[          , genome  6527] predictions:    9687/  10000 (96.87%), best:    9699/10000 (96.99%), error:      1028.09143, best error:      1013.79120 on epoch:     7, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 88.4753875732s, input_fired_time: 0.7902470827, output_fired_time: 0.5869358778, propagate_forward_time: 29.8221588135, propagate_backward_time: 55.3600540161, weight_update_time: 0.1185999662, other_time: 1.9159927368
epoch time: 6.3992085457s, input_fired_time: 0.1031726897, output_fired_time: 0.0000000000, propagate_forward_time: 5.9528841972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431515694
validation[          , genome  6527] predictions:    9680/  10000 (96.80%), best:    9699/10000 (96.99%), error:      1054.05811, best error:      1013.79120 on epoch:     7, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 88.4858016968s, input_fired_time: 0.7943818569, output_fired_time: 0.5901905298, propagate_forward_time: 29.7290096283, propagate_backward_time: 55.4620208740, weight_update_time: 0.1185691357, other_time: 1.9102020264
epoch time: 6.4177851677s, input_fired_time: 0.1016346067, output_fired_time: 0.0000000000, propagate_forward_time: 5.9728021622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433485031
validation[          , genome  6527] predictions:    9691/  10000 (96.91%), best:    9699/10000 (96.99%), error:      1022.45142, best error:      1013.79120 on epoch:     7, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.5596008301s, input_fired_time: 0.8225918412, output_fired_time: 0.5810594559, propagate_forward_time: 29.8098888397, propagate_backward_time: 55.4257545471, weight_update_time: 0.1183934584, other_time: 1.9202995300
epoch time: 6.3422508240s, input_fired_time: 0.1026846692, output_fired_time: 0.0000000000, propagate_forward_time: 5.8877558708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518104553
validation[          , genome  6527] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       945.78302, best error:       945.78302 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 88.3826293945s, input_fired_time: 0.7940641046, output_fired_time: 0.5827627778, propagate_forward_time: 29.7400798798, propagate_backward_time: 55.3342247009, weight_update_time: 0.1172209531, other_time: 1.9314918518
epoch time: 6.3979887962s, input_fired_time: 0.1004888117, output_fired_time: 0.0000000000, propagate_forward_time: 5.9460186958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514814377
validation[          , genome  6527] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       934.55408, best error:       934.55408 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 88.4769821167s, input_fired_time: 0.7938900590, output_fired_time: 0.5794152617, propagate_forward_time: 29.7940063477, propagate_backward_time: 55.3696632385, weight_update_time: 0.1201145574, other_time: 1.9400062561
epoch time: 6.4505710602s, input_fired_time: 0.1089052483, output_fired_time: 0.0000000000, propagate_forward_time: 5.9976625443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440032005
validation[          , genome  6527] predictions:    9660/  10000 (96.60%), best:    9722/10000 (97.22%), error:      1108.97229, best error:       934.55408 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 88.7720870972s, input_fired_time: 0.7957070470, output_fired_time: 0.5852035880, propagate_forward_time: 29.9095516205, propagate_backward_time: 55.5418624878, weight_update_time: 0.1160381958, other_time: 1.9397583008
epoch time: 6.5062489510s, input_fired_time: 0.1028161272, output_fired_time: 0.0000000000, propagate_forward_time: 6.0484871864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549456596
validation[          , genome  6527] predictions:    9683/  10000 (96.83%), best:    9722/10000 (97.22%), error:      1024.44324, best error:       934.55408 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 88.2879562378s, input_fired_time: 0.8014883995, output_fired_time: 0.5825589299, propagate_forward_time: 29.6920204163, propagate_backward_time: 55.3059043884, weight_update_time: 0.1181808859, other_time: 1.9059829712
epoch time: 6.4018564224s, input_fired_time: 0.1003717408, output_fired_time: 0.0000000000, propagate_forward_time: 5.9571523666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443322182
validation[          , genome  6527] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       931.07507, best error:       931.07507 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 88.5042343140s, input_fired_time: 0.8060277700, output_fired_time: 0.5792400241, propagate_forward_time: 29.8828639984, propagate_backward_time: 55.3064918518, weight_update_time: 0.1170905456, other_time: 1.9296073914
epoch time: 6.3400821686s, input_fired_time: 0.1014346033, output_fired_time: 0.0000000000, propagate_forward_time: 5.8965330124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421144485
validation[          , genome  6527] predictions:    9663/  10000 (96.63%), best:    9722/10000 (97.22%), error:      1106.01880, best error:       931.07507 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.5178375244s, input_fired_time: 0.8014996648, output_fired_time: 0.5793490410, propagate_forward_time: 29.8331508636, propagate_backward_time: 55.3787918091, weight_update_time: 0.1170166880, other_time: 1.9250488281
epoch time: 6.4040160179s, input_fired_time: 0.1014383435, output_fired_time: 0.0000000000, propagate_forward_time: 5.9563798904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461976051
validation[          , genome  6527] predictions:    9600/  10000 (96.00%), best:    9722/10000 (97.22%), error:      1226.63586, best error:       931.07507 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 88.4062805176s, input_fired_time: 0.8046435118, output_fired_time: 0.5834355950, propagate_forward_time: 29.7505149841, propagate_backward_time: 55.3459854126, weight_update_time: 0.1203918010, other_time: 1.9217033386
epoch time: 6.4271712303s, input_fired_time: 0.1053316519, output_fired_time: 0.0000000000, propagate_forward_time: 5.9774818420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443579674
validation[          , genome  6527] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       927.29462, best error:       927.29462 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 88.3661117554s, input_fired_time: 0.8043735623, output_fired_time: 0.5761825442, propagate_forward_time: 29.7187252045, propagate_backward_time: 55.3496246338, weight_update_time: 0.1179016680, other_time: 1.9172058105
epoch time: 6.2565360069s, input_fired_time: 0.1047957763, output_fired_time: 0.0000000000, propagate_forward_time: 5.8087463379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429937363
validation[          , genome  6527] predictions:    9653/  10000 (96.53%), best:    9723/10000 (97.23%), error:      1086.37585, best error:       927.29462 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 88.4332809448s, input_fired_time: 0.7923664451, output_fired_time: 0.5909135342, propagate_forward_time: 29.8581409454, propagate_backward_time: 55.2816772461, weight_update_time: 0.1169196963, other_time: 1.9101867676
epoch time: 6.5287847519s, input_fired_time: 0.1026184037, output_fired_time: 0.0000000000, propagate_forward_time: 6.0618057251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643608093
validation[          , genome  6527] predictions:    9646/  10000 (96.46%), best:    9723/10000 (97.23%), error:      1125.94617, best error:       927.29462 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.4699325562s, input_fired_time: 0.8040558100, output_fired_time: 0.5821436644, propagate_forward_time: 29.8524761200, propagate_backward_time: 55.2969017029, weight_update_time: 0.1163730770, other_time: 1.9343528748
epoch time: 6.4547882080s, input_fired_time: 0.1025763974, output_fired_time: 0.0000000000, propagate_forward_time: 6.0035309792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3486809731
validation[          , genome  6527] predictions:    9664/  10000 (96.64%), best:    9723/10000 (97.23%), error:      1138.10303, best error:       927.29462 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 88.6370391846s, input_fired_time: 0.8003358841, output_fired_time: 0.5805785060, propagate_forward_time: 29.8818225861, propagate_backward_time: 55.4417915344, weight_update_time: 0.1165597364, other_time: 1.9325065613
epoch time: 6.4584774971s, input_fired_time: 0.1022246554, output_fired_time: 0.0000000000, propagate_forward_time: 6.0106172562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456354141
validation[          , genome  6527] predictions:    9624/  10000 (96.24%), best:    9723/10000 (97.23%), error:      1180.56738, best error:       927.29462 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 88.4617996216s, input_fired_time: 0.8011990786, output_fired_time: 0.5895968080, propagate_forward_time: 29.7310276031, propagate_backward_time: 55.4093208313, weight_update_time: 0.1212206185, other_time: 1.9306526184
epoch time: 6.3772921562s, input_fired_time: 0.1072412878, output_fired_time: 0.0000000000, propagate_forward_time: 5.9297895432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402614594
validation[          , genome  6527] predictions:    9683/  10000 (96.83%), best:    9723/10000 (97.23%), error:      1010.34039, best error:       927.29462 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 88.3969345093s, input_fired_time: 0.8002737761, output_fired_time: 0.5931831598, propagate_forward_time: 29.7130603790, propagate_backward_time: 55.3767814636, weight_update_time: 0.1163515225, other_time: 1.9136390686
epoch time: 6.3875999451s, input_fired_time: 0.1048963517, output_fired_time: 0.0000000000, propagate_forward_time: 5.9313921928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513112068
validation[          , genome  6527] predictions:    9701/  10000 (97.01%), best:    9723/10000 (97.23%), error:       976.87750, best error:       927.29462 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 88.4601440430s, input_fired_time: 0.8115471005, output_fired_time: 0.5744050145, propagate_forward_time: 29.7961139679, propagate_backward_time: 55.3482055664, weight_update_time: 0.1179092973, other_time: 1.9298782349
epoch time: 6.4052929878s, input_fired_time: 0.1109150201, output_fired_time: 0.0000000000, propagate_forward_time: 5.9493937492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449840546
validation[          , genome  6527] predictions:    9693/  10000 (96.93%), best:    9723/10000 (97.23%), error:       989.18994, best error:       927.29462 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 88.3248977661s, input_fired_time: 0.8155735731, output_fired_time: 0.5853202939, propagate_forward_time: 29.8006725311, propagate_backward_time: 55.1956710815, weight_update_time: 0.1165268645, other_time: 1.9276580811
epoch time: 6.4002766609s, input_fired_time: 0.1085517108, output_fired_time: 0.0000000000, propagate_forward_time: 5.9347467422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569784164
validation[          , genome  6527] predictions:    9717/  10000 (97.17%), best:    9723/10000 (97.23%), error:       930.89642, best error:       927.29462 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 88.5191345215s, input_fired_time: 0.8071833253, output_fired_time: 0.5863971114, propagate_forward_time: 29.8720054626, propagate_backward_time: 55.3188247681, weight_update_time: 0.1179596633, other_time: 1.9347267151
epoch time: 6.3768620491s, input_fired_time: 0.1067545041, output_fired_time: 0.0000000000, propagate_forward_time: 5.9264469147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436608315
validation[          , genome  6527] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       878.17303, best error:       878.17303 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 88.5731277466s, input_fired_time: 0.8060856462, output_fired_time: 0.5813385248, propagate_forward_time: 29.8488044739, propagate_backward_time: 55.4048042297, weight_update_time: 0.1169552356, other_time: 1.9320983887
epoch time: 6.6703653336s, input_fired_time: 0.1066211686, output_fired_time: 0.0000000000, propagate_forward_time: 6.1902070045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735370636
validation[          , genome  6527] predictions:    9616/  10000 (96.16%), best:    9738/10000 (97.38%), error:      1301.08228, best error:       878.17303 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 88.4663925171s, input_fired_time: 0.8098964691, output_fired_time: 0.5852061510, propagate_forward_time: 29.8270988464, propagate_backward_time: 55.3284645081, weight_update_time: 0.1171127036, other_time: 1.9157257080
epoch time: 6.3998703957s, input_fired_time: 0.1037426591, output_fired_time: 0.0000000000, propagate_forward_time: 5.9515514374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445763588
validation[          , genome  6527] predictions:    9701/  10000 (97.01%), best:    9738/10000 (97.38%), error:       968.47168, best error:       878.17303 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 88.5443725586s, input_fired_time: 0.8172196150, output_fired_time: 0.5867830515, propagate_forward_time: 29.8926792145, propagate_backward_time: 55.3199577332, weight_update_time: 0.1183502376, other_time: 1.9277305603
epoch time: 6.4321293831s, input_fired_time: 0.1084745973, output_fired_time: 0.0000000000, propagate_forward_time: 5.9777345657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459200859
validation[          , genome  6527] predictions:    9685/  10000 (96.85%), best:    9738/10000 (97.38%), error:      1032.12134, best error:       878.17303 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 88.1053848267s, input_fired_time: 0.8055146337, output_fired_time: 0.5839492083, propagate_forward_time: 29.6154193878, propagate_backward_time: 55.1771011353, weight_update_time: 0.1209508628, other_time: 1.9234085083
epoch time: 6.4279956818s, input_fired_time: 0.1060521901, output_fired_time: 0.0000000000, propagate_forward_time: 5.9758553505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460879326
validation[          , genome  6527] predictions:    9666/  10000 (96.66%), best:    9738/10000 (97.38%), error:      1111.76453, best error:       878.17303 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 88.3706588745s, input_fired_time: 0.8036357760, output_fired_time: 0.5833286643, propagate_forward_time: 29.7590942383, propagate_backward_time: 55.3133888245, weight_update_time: 0.1156903505, other_time: 1.9112129211
epoch time: 6.4358172417s, input_fired_time: 0.1029201970, output_fired_time: 0.0000000000, propagate_forward_time: 5.9791054726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537917137
validation[          , genome  6527] predictions:    9655/  10000 (96.55%), best:    9738/10000 (97.38%), error:      1141.71338, best error:       878.17303 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 88.6296157837s, input_fired_time: 0.8147280812, output_fired_time: 0.5867685080, propagate_forward_time: 29.9297943115, propagate_backward_time: 55.3769035339, weight_update_time: 0.1160633937, other_time: 1.9214210510
epoch time: 6.4380536079s, input_fired_time: 0.1054432765, output_fired_time: 0.0000000000, propagate_forward_time: 5.9767060280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559041023
validation[          , genome  6527] predictions:    9715/  10000 (97.15%), best:    9738/10000 (97.38%), error:       972.89081, best error:       878.17303 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 88.4265670776s, input_fired_time: 0.8177825212, output_fired_time: 0.5822417736, propagate_forward_time: 29.7930431366, propagate_backward_time: 55.2977371216, weight_update_time: 0.1221193969, other_time: 1.9357604980
epoch time: 6.3890233040s, input_fired_time: 0.1051301062, output_fired_time: 0.0000000000, propagate_forward_time: 5.9375777245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463153839
validation[          , genome  6527] predictions:    9709/  10000 (97.09%), best:    9738/10000 (97.38%), error:       935.64301, best error:       878.17303 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 88.3417129517s, input_fired_time: 0.8170998693, output_fired_time: 0.5895800591, propagate_forward_time: 29.7757492065, propagate_backward_time: 55.2406616211, weight_update_time: 0.1228742152, other_time: 1.9186248779
epoch time: 6.3673448563s, input_fired_time: 0.1063215211, output_fired_time: 0.0000000000, propagate_forward_time: 5.9117527008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492708206
validation[          , genome  6527] predictions:    9735/  10000 (97.35%), best:    9738/10000 (97.38%), error:       900.39380, best error:       878.17303 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 88.1614227295s, input_fired_time: 0.8051072955, output_fired_time: 0.5894874334, propagate_forward_time: 29.7080974579, propagate_backward_time: 55.1425285339, weight_update_time: 0.1191387624, other_time: 1.9162025452
epoch time: 6.4632554054s, input_fired_time: 0.1079331413, output_fired_time: 0.0000000000, propagate_forward_time: 6.0056171417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497052193
validation[          , genome  6527] predictions:    9678/  10000 (96.78%), best:    9738/10000 (97.38%), error:       993.60327, best error:       878.17303 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 88.8170471191s, input_fired_time: 0.8130875230, output_fired_time: 0.5874481797, propagate_forward_time: 29.9047431946, propagate_backward_time: 55.5775871277, weight_update_time: 0.1164417416, other_time: 1.9341812134
epoch time: 6.4042081833s, input_fired_time: 0.1030048132, output_fired_time: 0.0000000000, propagate_forward_time: 5.9583306313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428726196
validation[          , genome  6527] predictions:    9705/  10000 (97.05%), best:    9738/10000 (97.38%), error:       952.14899, best error:       878.17303 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 88.1647109985s, input_fired_time: 0.8089066148, output_fired_time: 0.5787998438, propagate_forward_time: 29.7234687805, propagate_backward_time: 55.1385192871, weight_update_time: 0.1216260344, other_time: 1.9150199890
epoch time: 6.3888206482s, input_fired_time: 0.1035290509, output_fired_time: 0.0000000000, propagate_forward_time: 5.9385285378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467631340
validation[          , genome  6527] predictions:    9676/  10000 (96.76%), best:    9738/10000 (97.38%), error:       996.12024, best error:       878.17303 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 88.4064407349s, input_fired_time: 0.8138766289, output_fired_time: 0.5915379524, propagate_forward_time: 29.7269859314, propagate_backward_time: 55.3520507812, weight_update_time: 0.1185238436, other_time: 1.9219932556
epoch time: 6.5388250351s, input_fired_time: 0.1043365523, output_fired_time: 0.0000000000, propagate_forward_time: 6.0744810104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600072861
validation[          , genome  6527] predictions:    9667/  10000 (96.67%), best:    9738/10000 (97.38%), error:      1105.60999, best error:       878.17303 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 88.3265762329s, input_fired_time: 0.8004115820, output_fired_time: 0.5852288604, propagate_forward_time: 29.6958122253, propagate_backward_time: 55.3288955688, weight_update_time: 0.1194341481, other_time: 1.9162254333
epoch time: 6.3849873543s, input_fired_time: 0.1047752425, output_fired_time: 0.0000000000, propagate_forward_time: 5.9361686707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440432549
validation[          , genome  6527] predictions:    9722/  10000 (97.22%), best:    9738/10000 (97.38%), error:       888.46228, best error:       878.17303 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 88.4995040894s, input_fired_time: 0.8174644113, output_fired_time: 0.5827921033, propagate_forward_time: 29.8158683777, propagate_backward_time: 55.3721885681, weight_update_time: 0.1187574044, other_time: 1.9111862183
epoch time: 6.3975315094s, input_fired_time: 0.1059309244, output_fired_time: 0.0000000000, propagate_forward_time: 5.9408545494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507461548
validation[          , genome  6527] predictions:    9710/  10000 (97.10%), best:    9738/10000 (97.38%), error:       987.97632, best error:       878.17303 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 88.3107757568s, input_fired_time: 0.8112453222, output_fired_time: 0.5772211552, propagate_forward_time: 29.7235355377, propagate_backward_time: 55.2607994080, weight_update_time: 0.1171277016, other_time: 1.9379692078
epoch time: 6.3837327957s, input_fired_time: 0.1095453426, output_fired_time: 0.0000000000, propagate_forward_time: 5.9246315956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495559692
validation[          , genome  6527] predictions:    9679/  10000 (96.79%), best:    9738/10000 (97.38%), error:      1099.88184, best error:       878.17303 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 88.4884796143s, input_fired_time: 0.8110610247, output_fired_time: 0.5894333124, propagate_forward_time: 29.8737163544, propagate_backward_time: 55.2959671021, weight_update_time: 0.1198579520, other_time: 1.9183044434
epoch time: 6.3972311020s, input_fired_time: 0.1065576300, output_fired_time: 0.0000000000, propagate_forward_time: 5.9436039925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470692635
validation[          , genome  6527] predictions:    9744/  10000 (97.44%), best:    9738/10000 (97.38%), error:       886.65680, best error:       878.17303 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 88.5833511353s, input_fired_time: 0.8147423863, output_fired_time: 0.5853489041, propagate_forward_time: 29.8268375397, propagate_backward_time: 55.4465599060, weight_update_time: 0.1183179244, other_time: 1.9098625183
epoch time: 6.4540281296s, input_fired_time: 0.1097226292, output_fired_time: 0.0000000000, propagate_forward_time: 5.9948492050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494563103
validation[          , genome  6527] predictions:    9637/  10000 (96.37%), best:    9738/10000 (97.38%), error:      1187.29102, best error:       878.17303 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 88.4268417358s, input_fired_time: 0.8143818974, output_fired_time: 0.5775648355, propagate_forward_time: 29.7629070282, propagate_backward_time: 55.3396759033, weight_update_time: 0.1177417785, other_time: 1.9323043823
epoch time: 6.3552060127s, input_fired_time: 0.1074388549, output_fired_time: 0.0000000000, propagate_forward_time: 5.9075551033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402118683
validation[          , genome  6527] predictions:    9725/  10000 (97.25%), best:    9738/10000 (97.38%), error:       909.87701, best error:       878.17303 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 88.6141204834s, input_fired_time: 0.8137476444, output_fired_time: 0.5919671655, propagate_forward_time: 29.8277244568, propagate_backward_time: 55.4669647217, weight_update_time: 0.1193398759, other_time: 1.9137153625
epoch time: 6.3881821632s, input_fired_time: 0.1127849072, output_fired_time: 0.0000000000, propagate_forward_time: 5.9278721809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475251198
validation[          , genome  6527] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       842.94885, best error:       842.94885 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 88.2935714722s, input_fired_time: 0.8125298023, output_fired_time: 0.5810198784, propagate_forward_time: 29.8199081421, propagate_backward_time: 55.1750488281, weight_update_time: 0.1157542616, other_time: 1.9050674438
epoch time: 6.4957346916s, input_fired_time: 0.1135388389, output_fired_time: 0.0000000000, propagate_forward_time: 6.0323457718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498501778
validation[          , genome  6527] predictions:    9732/  10000 (97.32%), best:    9729/10000 (97.29%), error:       962.54895, best error:       842.94885 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 88.5118560791s, input_fired_time: 0.8210325837, output_fired_time: 0.6027566195, propagate_forward_time: 29.7466201782, propagate_backward_time: 55.4080619812, weight_update_time: 0.1205479875, other_time: 1.9333839417
epoch time: 6.3969459534s, input_fired_time: 0.1086276770, output_fired_time: 0.0000000000, propagate_forward_time: 5.9432334900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450846672
validation[          , genome  6527] predictions:    9630/  10000 (96.30%), best:    9729/10000 (97.29%), error:      1149.16614, best error:       842.94885 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 88.8304138184s, input_fired_time: 0.8261440396, output_fired_time: 0.5889845490, propagate_forward_time: 29.9435882568, propagate_backward_time: 55.5345497131, weight_update_time: 0.1162984222, other_time: 1.9371528625
epoch time: 6.4018359184s, input_fired_time: 0.1057646722, output_fired_time: 0.0000000000, propagate_forward_time: 5.9523215294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437495232
validation[          , genome  6527] predictions:    9695/  10000 (96.95%), best:    9729/10000 (97.29%), error:      1020.06580, best error:       842.94885 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 88.4896469116s, input_fired_time: 0.8291444182, output_fired_time: 0.5903900266, propagate_forward_time: 29.7365379333, propagate_backward_time: 55.4181365967, weight_update_time: 0.1167856157, other_time: 1.9154319763
epoch time: 6.4283390045s, input_fired_time: 0.1070948318, output_fired_time: 0.0000000000, propagate_forward_time: 5.9666590691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545851707
validation[          , genome  6527] predictions:    9650/  10000 (96.50%), best:    9729/10000 (97.29%), error:      1092.19519, best error:       842.94885 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 88.5646438599s, input_fired_time: 0.8111394644, output_fired_time: 0.5875957608, propagate_forward_time: 29.8528232574, propagate_backward_time: 55.3904762268, weight_update_time: 0.1189615503, other_time: 1.9226112366
epoch time: 6.4083590508s, input_fired_time: 0.1109486520, output_fired_time: 0.0000000000, propagate_forward_time: 5.9490466118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483638763
validation[          , genome  6527] predictions:    9705/  10000 (97.05%), best:    9729/10000 (97.29%), error:       984.48914, best error:       842.94885 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 88.4629440308s, input_fired_time: 0.8136298656, output_fired_time: 0.5879657865, propagate_forward_time: 29.7754440308, propagate_backward_time: 55.3780021667, weight_update_time: 0.1209009066, other_time: 1.9079017639
epoch time: 6.4062604904s, input_fired_time: 0.1051314622, output_fired_time: 0.0000000000, propagate_forward_time: 5.9559001923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452286720
validation[          , genome  6527] predictions:    9745/  10000 (97.45%), best:    9729/10000 (97.29%), error:       881.37299, best error:       842.94885 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 88.6264190674s, input_fired_time: 0.8175519705, output_fired_time: 0.5814843178, propagate_forward_time: 29.8662471771, propagate_backward_time: 55.4323654175, weight_update_time: 0.1204432547, other_time: 1.9287719727
epoch time: 6.4180154800s, input_fired_time: 0.1094108596, output_fired_time: 0.0000000000, propagate_forward_time: 5.9580087662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505959511
validation[          , genome  6527] predictions:    9736/  10000 (97.36%), best:    9729/10000 (97.29%), error:       883.99426, best error:       842.94885 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 88.3930816650s, input_fired_time: 0.8237915039, output_fired_time: 0.5822250247, propagate_forward_time: 29.7622776031, propagate_backward_time: 55.3139648438, weight_update_time: 0.1172843799, other_time: 1.9108276367
epoch time: 6.4443020821s, input_fired_time: 0.1096184999, output_fired_time: 0.0000000000, propagate_forward_time: 5.9838919640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507914543
validation[          , genome  6527] predictions:    9738/  10000 (97.38%), best:    9729/10000 (97.29%), error:       870.66620, best error:       842.94885 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 88.6373825073s, input_fired_time: 0.8175638318, output_fired_time: 0.5858300924, propagate_forward_time: 29.8607540131, propagate_backward_time: 55.4403724670, weight_update_time: 0.1185734272, other_time: 1.9328575134
epoch time: 6.4219446182s, input_fired_time: 0.1111548990, output_fired_time: 0.0000000000, propagate_forward_time: 5.9551353455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556542397
validation[          , genome  6527] predictions:    9678/  10000 (96.78%), best:    9729/10000 (97.29%), error:      1033.84436, best error:       842.94885 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 88.6570205688s, input_fired_time: 0.8277468085, output_fired_time: 0.5850057602, propagate_forward_time: 29.7774162292, propagate_backward_time: 55.5346603394, weight_update_time: 0.1197212785, other_time: 1.9321937561
epoch time: 6.4484810829s, input_fired_time: 0.1086578146, output_fired_time: 0.0000000000, propagate_forward_time: 5.9851474762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546757698
validation[          , genome  6527] predictions:    9668/  10000 (96.68%), best:    9729/10000 (97.29%), error:      1116.92163, best error:       842.94885 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 88.4638366699s, input_fired_time: 0.8160922527, output_fired_time: 0.5793511868, propagate_forward_time: 29.7523136139, propagate_backward_time: 55.3953819275, weight_update_time: 0.1199489906, other_time: 1.9206962585
epoch time: 6.4232721329s, input_fired_time: 0.1091184095, output_fired_time: 0.0000000000, propagate_forward_time: 5.9672989845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468546867
validation[          , genome  6527] predictions:    9704/  10000 (97.04%), best:    9729/10000 (97.29%), error:      1003.37781, best error:       842.94885 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 88.6939773560s, input_fired_time: 0.8241630197, output_fired_time: 0.5850589871, propagate_forward_time: 29.8379154205, propagate_backward_time: 55.5202484131, weight_update_time: 0.1177869663, other_time: 1.9265899658
epoch time: 6.4325566292s, input_fired_time: 0.1083364412, output_fired_time: 0.0000000000, propagate_forward_time: 5.9799203873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442997932
validation[          , genome  6527] predictions:    9688/  10000 (96.88%), best:    9729/10000 (97.29%), error:       959.07977, best error:       842.94885 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 88.7541122437s, input_fired_time: 0.8183340430, output_fired_time: 0.5854828954, propagate_forward_time: 29.9173316956, propagate_backward_time: 55.5018348694, weight_update_time: 0.1168931946, other_time: 1.9311294556
epoch time: 6.3956742287s, input_fired_time: 0.1081516817, output_fired_time: 0.0000000000, propagate_forward_time: 5.9387788773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487434387
validation[          , genome  6527] predictions:    9686/  10000 (96.86%), best:    9729/10000 (97.29%), error:      1056.33142, best error:       842.94885 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 88.7488479614s, input_fired_time: 0.8269687295, output_fired_time: 0.5907965899, propagate_forward_time: 29.8831520081, propagate_backward_time: 55.5087699890, weight_update_time: 0.1283005625, other_time: 1.9391632080
epoch time: 6.3609380722s, input_fired_time: 0.1047818735, output_fired_time: 0.0000000000, propagate_forward_time: 5.9026856422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534703255
validation[          , genome  6527] predictions:    9706/  10000 (97.06%), best:    9729/10000 (97.29%), error:       952.10724, best error:       842.94885 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 88.6446380615s, input_fired_time: 0.8126288056, output_fired_time: 0.5879133940, propagate_forward_time: 29.7906875610, propagate_backward_time: 55.5347671509, weight_update_time: 0.1170435995, other_time: 1.9186401367
epoch time: 6.3749346733s, input_fired_time: 0.1033411175, output_fired_time: 0.0000000000, propagate_forward_time: 5.9281964302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433971405
validation[          , genome  6527] predictions:    9717/  10000 (97.17%), best:    9729/10000 (97.29%), error:       953.16724, best error:       842.94885 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 88.6484756470s, input_fired_time: 0.8357649446, output_fired_time: 0.5827740431, propagate_forward_time: 29.9560680389, propagate_backward_time: 55.3370704651, weight_update_time: 0.1216919422, other_time: 1.9368019104
epoch time: 6.4232549667s, input_fired_time: 0.1081552505, output_fired_time: 0.0000000000, propagate_forward_time: 5.9709043503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441953659
validation[          , genome  6527] predictions:    9703/  10000 (97.03%), best:    9729/10000 (97.29%), error:       983.13531, best error:       842.94885 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 88.5278472900s, input_fired_time: 0.8171716928, output_fired_time: 0.5893586278, propagate_forward_time: 29.8341655731, propagate_backward_time: 55.3636283875, weight_update_time: 0.1159171239, other_time: 1.9235267639
epoch time: 6.4032640457s, input_fired_time: 0.1070575267, output_fired_time: 0.0000000000, propagate_forward_time: 5.9478206635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483858109
validation[          , genome  6527] predictions:    9709/  10000 (97.09%), best:    9729/10000 (97.29%), error:       925.01465, best error:       842.94885 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 88.7666931152s, input_fired_time: 0.8376930952, output_fired_time: 0.5870427489, propagate_forward_time: 29.8574295044, propagate_backward_time: 55.5540046692, weight_update_time: 0.1182881594, other_time: 1.9305229187
epoch time: 6.4271540642s, input_fired_time: 0.1088545993, output_fired_time: 0.0000000000, propagate_forward_time: 5.9717779160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465213776
validation[          , genome  6527] predictions:    9710/  10000 (97.10%), best:    9729/10000 (97.29%), error:       892.73218, best error:       842.94885 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 88.8183517456s, input_fired_time: 0.8193878531, output_fired_time: 0.5870032907, propagate_forward_time: 29.9148960114, propagate_backward_time: 55.5666656494, weight_update_time: 0.1175438315, other_time: 1.9303970337
epoch time: 6.4166002274s, input_fired_time: 0.1073169410, output_fired_time: 0.0000000000, propagate_forward_time: 5.9682488441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410344124
validation[          , genome  6527] predictions:    9724/  10000 (97.24%), best:    9729/10000 (97.29%), error:       916.94684, best error:       842.94885 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 88.4158096313s, input_fired_time: 0.8269324303, output_fired_time: 0.5800256133, propagate_forward_time: 29.8206214905, propagate_backward_time: 55.2814865112, weight_update_time: 0.1171886772, other_time: 1.9067420959
epoch time: 6.4221782684s, input_fired_time: 0.1096588522, output_fired_time: 0.0000000000, propagate_forward_time: 5.9661474228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463721275
validation[          , genome  6527] predictions:    9732/  10000 (97.32%), best:    9729/10000 (97.29%), error:       915.16388, best error:       842.94885 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 88.3712692261s, input_fired_time: 0.8256502748, output_fired_time: 0.5770459771, propagate_forward_time: 29.7728805542, propagate_backward_time: 55.2783088684, weight_update_time: 0.1240186244, other_time: 1.9173774719
epoch time: 6.4708967209s, input_fired_time: 0.1053775772, output_fired_time: 0.0000000000, propagate_forward_time: 6.0044126511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611063957
validation[          , genome  6527] predictions:    9725/  10000 (97.25%), best:    9729/10000 (97.29%), error:       882.82043, best error:       842.94885 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 88.5971908569s, input_fired_time: 0.8164467812, output_fired_time: 0.5893105268, propagate_forward_time: 29.8155574799, propagate_backward_time: 55.4494667053, weight_update_time: 0.1204193532, other_time: 1.9264106750
epoch time: 6.4403290749s, input_fired_time: 0.1042568237, output_fired_time: 0.0000000000, propagate_forward_time: 5.9830822945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529901505
validation[          , genome  6527] predictions:    9366/  10000 (93.66%), best:    9729/10000 (97.29%), error:      2161.51782, best error:       842.94885 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

resetting weights to those on epoch: 56
epoch time: 88.4579086304s, input_fired_time: 0.8139474392, output_fired_time: 0.5803438425, propagate_forward_time: 29.8214721680, propagate_backward_time: 55.3163948059, weight_update_time: 0.1175181195, other_time: 1.9257469177
epoch time: 6.4306230545s, input_fired_time: 0.1071946472, output_fired_time: 0.0000000000, propagate_forward_time: 5.9775896072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458390236
validation[          , genome  6527] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       791.46552, best error:       791.46552 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.5918731689s, input_fired_time: 0.8210637569, output_fired_time: 0.5978502631, propagate_forward_time: 29.8594608307, propagate_backward_time: 55.3888740540, weight_update_time: 0.1241611168, other_time: 1.9246330261
epoch time: 6.4183163643s, input_fired_time: 0.1141884997, output_fired_time: 0.0000000000, propagate_forward_time: 5.9610972404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430304527
validation[          , genome  6527] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       770.45972, best error:       770.45972 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 88.5689392090s, input_fired_time: 0.8300971985, output_fired_time: 0.5835107565, propagate_forward_time: 29.8359661102, propagate_backward_time: 55.3956871033, weight_update_time: 0.1161621958, other_time: 1.9236793518
epoch time: 6.4624567032s, input_fired_time: 0.1082390919, output_fired_time: 0.0000000000, propagate_forward_time: 6.0073499680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468675613
validation[          , genome  6527] predictions:    9741/  10000 (97.41%), best:    9769/10000 (97.69%), error:       853.16479, best error:       770.45972 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 88.8418807983s, input_fired_time: 0.8291572928, output_fired_time: 0.5852528811, propagate_forward_time: 29.9267978668, propagate_backward_time: 55.5650901794, weight_update_time: 0.1190393791, other_time: 1.9355888367
epoch time: 6.4171552658s, input_fired_time: 0.1075317189, output_fired_time: 0.0000000000, propagate_forward_time: 5.9648127556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448109627
validation[          , genome  6527] predictions:    9685/  10000 (96.85%), best:    9769/10000 (97.69%), error:       970.28967, best error:       770.45972 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 88.4670944214s, input_fired_time: 0.8243846893, output_fired_time: 0.5855183005, propagate_forward_time: 29.7956237793, propagate_backward_time: 55.3375091553, weight_update_time: 0.1163927764, other_time: 1.9240570068
epoch time: 6.4004430771s, input_fired_time: 0.1110996827, output_fired_time: 0.0000000000, propagate_forward_time: 5.9440689087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452744484
validation[          , genome  6527] predictions:    9761/  10000 (97.61%), best:    9769/10000 (97.69%), error:       774.56067, best error:       770.45972 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 88.4133071899s, input_fired_time: 0.8336536288, output_fired_time: 0.5830832124, propagate_forward_time: 29.6501407623, propagate_backward_time: 55.4184303284, weight_update_time: 0.1189898103, other_time: 1.9279975891
epoch time: 6.4235301018s, input_fired_time: 0.1088860407, output_fired_time: 0.0000000000, propagate_forward_time: 5.9613399506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533039093
validation[          , genome  6527] predictions:    9702/  10000 (97.02%), best:    9769/10000 (97.69%), error:       952.27094, best error:       770.45972 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 88.9805221558s, input_fired_time: 0.8271068931, output_fired_time: 0.5901321173, propagate_forward_time: 29.9445610046, propagate_backward_time: 55.6952590942, weight_update_time: 0.1229554638, other_time: 1.9234580994
epoch time: 6.3907914162s, input_fired_time: 0.1110197380, output_fired_time: 0.0000000000, propagate_forward_time: 5.9329223633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468494415
validation[          , genome  6527] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       827.03290, best error:       770.45972 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 88.2469940186s, input_fired_time: 0.8285987973, output_fired_time: 0.5821464062, propagate_forward_time: 29.7319641113, propagate_backward_time: 55.1724166870, weight_update_time: 0.1211618632, other_time: 1.9318695068
epoch time: 6.4433636665s, input_fired_time: 0.1119448021, output_fired_time: 0.0000000000, propagate_forward_time: 5.9837727547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476462364
validation[          , genome  6527] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       905.22833, best error:       770.45972 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 88.7253189087s, input_fired_time: 0.8278676867, output_fired_time: 0.5864363313, propagate_forward_time: 29.8645362854, propagate_backward_time: 55.5277137756, weight_update_time: 0.1164194494, other_time: 1.9187698364
epoch time: 6.4263424873s, input_fired_time: 0.1137207523, output_fired_time: 0.0000000000, propagate_forward_time: 5.9613480568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512735367
validation[          , genome  6527] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       897.13470, best error:       770.45972 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 88.6481781006s, input_fired_time: 0.8291528225, output_fired_time: 0.5783147812, propagate_forward_time: 29.8622474670, propagate_backward_time: 55.4301109314, weight_update_time: 0.1180983782, other_time: 1.9483489990
epoch time: 6.3866362572s, input_fired_time: 0.1087126806, output_fired_time: 0.0000000000, propagate_forward_time: 5.9272646904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506588936
validation[          , genome  6527] predictions:    9741/  10000 (97.41%), best:    9769/10000 (97.69%), error:       862.33307, best error:       770.45972 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 88.6870346069s, input_fired_time: 0.8336049914, output_fired_time: 0.5806638598, propagate_forward_time: 29.8943634033, propagate_backward_time: 55.4661331177, weight_update_time: 0.1166820377, other_time: 1.9122695923
epoch time: 6.4665436745s, input_fired_time: 0.1086626947, output_fired_time: 0.0000000000, propagate_forward_time: 6.0081892014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496918678
validation[          , genome  6527] predictions:    9736/  10000 (97.36%), best:    9769/10000 (97.69%), error:       899.52448, best error:       770.45972 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 88.6656570435s, input_fired_time: 0.8311839700, output_fired_time: 0.5893898606, propagate_forward_time: 29.8705253601, propagate_backward_time: 55.4508171082, weight_update_time: 0.1162224337, other_time: 1.9237365723
epoch time: 6.5687623024s, input_fired_time: 0.1099488288, output_fired_time: 0.0000000000, propagate_forward_time: 6.0982427597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605709076
validation[          , genome  6527] predictions:    9721/  10000 (97.21%), best:    9769/10000 (97.69%), error:       908.79773, best error:       770.45972 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 88.6327438354s, input_fired_time: 0.8186961412, output_fired_time: 0.5836040974, propagate_forward_time: 29.9189376831, propagate_backward_time: 55.3818130493, weight_update_time: 0.1203999892, other_time: 1.9296951294
epoch time: 6.4265956879s, input_fired_time: 0.1092103124, output_fired_time: 0.0000000000, propagate_forward_time: 5.9582085609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591766357
validation[          , genome  6527] predictions:    9757/  10000 (97.57%), best:    9769/10000 (97.69%), error:       810.81067, best error:       770.45972 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 88.6111221313s, input_fired_time: 0.8247024417, output_fired_time: 0.5881036520, propagate_forward_time: 29.7914161682, propagate_backward_time: 55.4658660889, weight_update_time: 0.1152247787, other_time: 1.9410362244
epoch time: 6.4360938072s, input_fired_time: 0.1090048030, output_fired_time: 0.0000000000, propagate_forward_time: 5.9740571976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530316353
validation[          , genome  6527] predictions:    9750/  10000 (97.50%), best:    9769/10000 (97.69%), error:       831.92365, best error:       770.45972 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 88.3224182129s, input_fired_time: 0.8255558610, output_fired_time: 0.5843893290, propagate_forward_time: 29.6761589050, propagate_backward_time: 55.3142585754, weight_update_time: 0.1170184240, other_time: 1.9220581055
epoch time: 6.3436088562s, input_fired_time: 0.1060386598, output_fired_time: 0.0000000000, propagate_forward_time: 5.8943853378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431849480
validation[          , genome  6527] predictions:    9695/  10000 (96.95%), best:    9769/10000 (97.69%), error:       984.95508, best error:       770.45972 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 88.7797164917s, input_fired_time: 0.8442252874, output_fired_time: 0.5839475989, propagate_forward_time: 29.8550853729, propagate_backward_time: 55.5620574951, weight_update_time: 0.1184917986, other_time: 1.9344024658
epoch time: 6.3904953003s, input_fired_time: 0.1094758362, output_fired_time: 0.0000000000, propagate_forward_time: 5.9262399673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547797203
validation[          , genome  6527] predictions:    9672/  10000 (96.72%), best:    9769/10000 (97.69%), error:      1087.36072, best error:       770.45972 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 88.5478820801s, input_fired_time: 0.8293200135, output_fired_time: 0.5881770849, propagate_forward_time: 29.7094039917, propagate_backward_time: 55.4659805298, weight_update_time: 0.1198133901, other_time: 1.9549942017
epoch time: 6.4037437439s, input_fired_time: 0.1084336266, output_fired_time: 0.0000000000, propagate_forward_time: 5.9499759674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453340530
validation[          , genome  6527] predictions:    9690/  10000 (96.90%), best:    9769/10000 (97.69%), error:      1013.57544, best error:       770.45972 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 88.6086578369s, input_fired_time: 0.8185452223, output_fired_time: 0.5833223462, propagate_forward_time: 29.8321285248, propagate_backward_time: 55.4449348450, weight_update_time: 0.1158413216, other_time: 1.9297294617
epoch time: 6.3580374718s, input_fired_time: 0.1074129790, output_fired_time: 0.0000000000, propagate_forward_time: 5.9011487961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494758606
validation[          , genome  6527] predictions:    9633/  10000 (96.33%), best:    9769/10000 (97.69%), error:      1278.55981, best error:       770.45972 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 88.7532348633s, input_fired_time: 0.8243062496, output_fired_time: 0.5798695683, propagate_forward_time: 29.8698272705, propagate_backward_time: 55.5473861694, weight_update_time: 0.1204915345, other_time: 1.9318466187
epoch time: 6.4252929688s, input_fired_time: 0.1115165204, output_fired_time: 0.0000000000, propagate_forward_time: 5.9678673744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459091187
validation[          , genome  6527] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       918.59143, best error:       770.45972 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 88.6130371094s, input_fired_time: 0.8265849352, output_fired_time: 0.5929737687, propagate_forward_time: 29.7386665344, propagate_backward_time: 55.5391502380, weight_update_time: 0.1176145896, other_time: 1.9156646729
epoch time: 6.3994202614s, input_fired_time: 0.1077929214, output_fired_time: 0.0000000000, propagate_forward_time: 5.9448022842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468251228
validation[          , genome  6527] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       990.48779, best error:       770.45972 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 88.7674255371s, input_fired_time: 0.8206164241, output_fired_time: 0.5836384892, propagate_forward_time: 29.9007129669, propagate_backward_time: 55.5354995728, weight_update_time: 0.1172085926, other_time: 1.9269561768
epoch time: 6.4522299767s, input_fired_time: 0.1085216030, output_fired_time: 0.0000000000, propagate_forward_time: 5.9925661087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511424065
validation[          , genome  6527] predictions:    9691/  10000 (96.91%), best:    9769/10000 (97.69%), error:      1021.20483, best error:       770.45972 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 88.6447448730s, input_fired_time: 0.8323962688, output_fired_time: 0.5843759775, propagate_forward_time: 29.8082618713, propagate_backward_time: 55.5026130676, weight_update_time: 0.1192438155, other_time: 1.9170989990
epoch time: 6.4022660255s, input_fired_time: 0.1096019372, output_fired_time: 0.0000000000, propagate_forward_time: 5.9435229301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491411209
validation[          , genome  6527] predictions:    9709/  10000 (97.09%), best:    9769/10000 (97.69%), error:       965.86212, best error:       770.45972 on epoch:    80, 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: 32.2654838562s, input_fired_time: 0.5485264063, output_fired_time: 0.0000000000, propagate_forward_time: 29.9392375946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7777194977
best training[          , genome  6527] predictions:   49601/  50000 (99.20%), best:    9769/10000 (97.69%), error:      1638.47510, best error:       770.45972 on epoch:    80, 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: 6.4178724289s, input_fired_time: 0.1078732610, output_fired_time: 0.0000000000, propagate_forward_time: 5.9673428535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426561356
   testing[          , genome  6527] predictions:    9801/  10000 (98.01%), best:    9769/10000 (97.69%), error:       680.65741, best error:       770.45972 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:41:18 (95053): called boinc_finish(0)

</stderr_txt>
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