Nameexact_genome_1512568488_44_7103_1
Workunit2606871
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:04:20 UTC
Report deadline17 Dec 2017, 16:17:44 UTC
Received8 Dec 2017, 11:53:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time3 hours 29 min 35 sec
CPU time3 hours 24 min 27 sec
Validate stateValid
Credit2,419.00
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size124.36 MB
Peak swap size2,591.43 MB
Peak disk usage1.24 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 116.5449447632s, input_fired_time: 1.1710207462, output_fired_time: 0.8630140424, propagate_forward_time: 35.3289833069, propagate_backward_time: 77.0295257568, weight_update_time: 0.1293631494, other_time: 2.1524047852
epoch time: 7.6034016609s, input_fired_time: 0.1550117880, output_fired_time: 0.0000000000, propagate_forward_time: 7.0634756088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849143982
validation[          , genome  7103] predictions:    9737/  10000 (97.37%), best:    9732/10000 (97.32%), error:       909.84521, best error:       830.66571 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 116.2732086182s, input_fired_time: 1.1692205667, output_fired_time: 0.8632081747, propagate_forward_time: 35.3063545227, propagate_backward_time: 76.8089294434, weight_update_time: 0.1264061183, other_time: 2.1255035400
epoch time: 7.5931005478s, input_fired_time: 0.1496784985, output_fired_time: 0.0000000000, propagate_forward_time: 7.0606064796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828153610
validation[          , genome  7103] predictions:    9733/  10000 (97.33%), best:    9732/10000 (97.32%), error:       930.84418, best error:       830.66571 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 116.3857498169s, input_fired_time: 1.1730782986, output_fired_time: 0.8674754500, propagate_forward_time: 35.2940826416, propagate_backward_time: 76.8916778564, weight_update_time: 0.1287772954, other_time: 2.1594314575
epoch time: 7.6294403076s, input_fired_time: 0.1556506455, output_fired_time: 0.0000000000, propagate_forward_time: 7.0856757164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881139755
validation[          , genome  7103] predictions:    9708/  10000 (97.08%), best:    9732/10000 (97.32%), error:       957.54047, best error:       830.66571 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 116.0586853027s, input_fired_time: 1.1681216955, output_fired_time: 0.8555769920, propagate_forward_time: 35.2065811157, propagate_backward_time: 76.7108764648, weight_update_time: 0.1253195554, other_time: 2.1175308228
epoch time: 7.6642231941s, input_fired_time: 0.1503715664, output_fired_time: 0.0000000000, propagate_forward_time: 7.1168022156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970494270
validation[          , genome  7103] predictions:    9731/  10000 (97.31%), best:    9732/10000 (97.32%), error:       887.38354, best error:       830.66571 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 116.4134445190s, input_fired_time: 1.1620390415, output_fired_time: 0.8583592176, propagate_forward_time: 35.2985115051, propagate_backward_time: 76.9436492920, weight_update_time: 0.1274939179, other_time: 2.1508789062
epoch time: 7.6648120880s, input_fired_time: 0.1479568034, output_fired_time: 0.0000000000, propagate_forward_time: 7.1248588562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919963837
validation[          , genome  7103] predictions:    9690/  10000 (96.90%), best:    9732/10000 (97.32%), error:       955.40973, best error:       830.66571 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 116.3589553833s, input_fired_time: 1.1681141853, output_fired_time: 0.8558996916, propagate_forward_time: 35.3186836243, propagate_backward_time: 76.8772735596, weight_update_time: 0.1270387322, other_time: 2.1389923096
epoch time: 7.6050806046s, input_fired_time: 0.1544828713, output_fired_time: 0.0000000000, propagate_forward_time: 7.0589942932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916034698
validation[          , genome  7103] predictions:    9634/  10000 (96.34%), best:    9732/10000 (97.32%), error:      1157.23901, best error:       830.66571 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 116.1452636719s, input_fired_time: 1.1639753580, output_fired_time: 0.8515160084, propagate_forward_time: 35.2918853760, propagate_backward_time: 76.7081222534, weight_update_time: 0.1298162192, other_time: 2.1297607422
epoch time: 7.5432806015s, input_fired_time: 0.1489685029, output_fired_time: 0.0000000000, propagate_forward_time: 7.0012083054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931035995
validation[          , genome  7103] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:       933.89691, best error:       830.66571 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 116.4689712524s, input_fired_time: 1.1726862192, output_fired_time: 0.8616357446, propagate_forward_time: 35.3386764526, propagate_backward_time: 76.9528732300, weight_update_time: 0.1300857961, other_time: 2.1431045532
epoch time: 7.6651034355s, input_fired_time: 0.1504987478, output_fired_time: 0.0000000000, propagate_forward_time: 7.1217856407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928189278
validation[          , genome  7103] predictions:    9705/  10000 (97.05%), best:    9732/10000 (97.32%), error:       951.45911, best error:       830.66571 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 116.4135437012s, input_fired_time: 1.1766002178, output_fired_time: 0.8634411097, propagate_forward_time: 35.1709480286, propagate_backward_time: 77.0631942749, weight_update_time: 0.1298376918, other_time: 2.1393661499
epoch time: 7.5991826057s, input_fired_time: 0.1518540978, output_fired_time: 0.0000000000, propagate_forward_time: 7.0583276749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890008926
validation[          , genome  7103] predictions:    9746/  10000 (97.46%), best:    9732/10000 (97.32%), error:       858.41614, best error:       830.66571 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 116.5482940674s, input_fired_time: 1.1683505774, output_fired_time: 0.8555093408, propagate_forward_time: 35.2976188660, propagate_backward_time: 77.0891265869, weight_update_time: 0.1322048903, other_time: 2.1376953125
epoch time: 7.5891518593s, input_fired_time: 0.1529520750, output_fired_time: 0.0000000000, propagate_forward_time: 7.0474071503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887925148
validation[          , genome  7103] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       829.13129, best error:       829.13129 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 116.3078765869s, input_fired_time: 1.1658498049, output_fired_time: 0.8649306893, propagate_forward_time: 35.1531066895, propagate_backward_time: 76.9715499878, weight_update_time: 0.1275409460, other_time: 2.1524429321
epoch time: 7.5737819672s, input_fired_time: 0.1523234993, output_fired_time: 0.0000000000, propagate_forward_time: 7.0392508507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822073936
validation[          , genome  7103] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       829.13287, best error:       829.13129 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 117.0761032104s, input_fired_time: 1.1891841888, output_fired_time: 0.8571772575, propagate_forward_time: 35.4664192200, propagate_backward_time: 77.4256134033, weight_update_time: 0.1276331693, other_time: 2.1377105713
epoch time: 7.6272473335s, input_fired_time: 0.1532172263, output_fired_time: 0.0000000000, propagate_forward_time: 7.0834965706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905334473
validation[          , genome  7103] predictions:    9733/  10000 (97.33%), best:    9753/10000 (97.53%), error:       843.26593, best error:       829.13129 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 115.7046966553s, input_fired_time: 1.1649898291, output_fired_time: 0.8578894734, propagate_forward_time: 35.0200843811, propagate_backward_time: 76.5314788818, weight_update_time: 0.1280820072, other_time: 2.1302490234
epoch time: 7.6128058434s, input_fired_time: 0.1524528563, output_fired_time: 0.0000000000, propagate_forward_time: 7.0672388077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931140900
validation[          , genome  7103] predictions:    9744/  10000 (97.44%), best:    9753/10000 (97.53%), error:       832.66760, best error:       829.13129 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 116.3445587158s, input_fired_time: 1.1787720919, output_fired_time: 0.8584759831, propagate_forward_time: 35.2361488342, propagate_backward_time: 76.9273147583, weight_update_time: 0.1292002797, other_time: 2.1438522339
epoch time: 7.4895081520s, input_fired_time: 0.1494801790, output_fired_time: 0.0000000000, propagate_forward_time: 6.9586205482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814072609
validation[          , genome  7103] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       812.70306, best error:       812.70306 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 116.6512832642s, input_fired_time: 1.1722450256, output_fired_time: 0.8714479804, propagate_forward_time: 35.2417945862, propagate_backward_time: 77.2233734131, weight_update_time: 0.1256648600, other_time: 2.1424255371
epoch time: 7.5978555679s, input_fired_time: 0.1534707546, output_fired_time: 0.0000000000, propagate_forward_time: 7.0544013977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899831772
validation[          , genome  7103] predictions:    9710/  10000 (97.10%), best:    9749/10000 (97.49%), error:       973.79980, best error:       812.70306 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 116.4239044189s, input_fired_time: 1.1889733076, output_fired_time: 0.8601745367, propagate_forward_time: 35.2809333801, propagate_backward_time: 76.9680480957, weight_update_time: 0.1263944358, other_time: 2.1257781982
epoch time: 7.6461338997s, input_fired_time: 0.1522941142, output_fired_time: 0.0000000000, propagate_forward_time: 7.0974225998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964171410
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9749/10000 (97.49%), error:       827.99994, best error:       812.70306 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 116.3258132935s, input_fired_time: 1.1729630232, output_fired_time: 0.8595849276, propagate_forward_time: 35.2232093811, propagate_backward_time: 76.9261093140, weight_update_time: 0.1285049319, other_time: 2.1439437866
epoch time: 7.5887308121s, input_fired_time: 0.1517734379, output_fired_time: 0.0000000000, propagate_forward_time: 7.0401101112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968472481
validation[          , genome  7103] predictions:    9729/  10000 (97.29%), best:    9749/10000 (97.49%), error:       918.57843, best error:       812.70306 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 116.5106887817s, input_fired_time: 1.1842225790, output_fired_time: 0.8638765216, propagate_forward_time: 35.3489379883, propagate_backward_time: 76.9609451294, weight_update_time: 0.1304112673, other_time: 2.1527099609
epoch time: 7.6209669113s, input_fired_time: 0.1537155062, output_fired_time: 0.0000000000, propagate_forward_time: 7.0872941017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799571991
validation[          , genome  7103] predictions:    9679/  10000 (96.79%), best:    9749/10000 (97.49%), error:      1016.16077, best error:       812.70306 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 116.5567245483s, input_fired_time: 1.1719383001, output_fired_time: 0.8588236570, propagate_forward_time: 35.2372627258, propagate_backward_time: 77.1493377686, weight_update_time: 0.1326877475, other_time: 2.1393585205
epoch time: 7.5779418945s, input_fired_time: 0.1520745903, output_fired_time: 0.0000000000, propagate_forward_time: 7.0307612419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951058388
validation[          , genome  7103] predictions:    9660/  10000 (96.60%), best:    9749/10000 (97.49%), error:      1118.78296, best error:       812.70306 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 116.5366897583s, input_fired_time: 1.1633207798, output_fired_time: 0.8669619560, propagate_forward_time: 35.3175735474, propagate_backward_time: 77.0360794067, weight_update_time: 0.1293337941, other_time: 2.1527557373
epoch time: 7.5538949966s, input_fired_time: 0.1538580954, output_fired_time: 0.0000000000, propagate_forward_time: 7.0144853592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855514526
validation[          , genome  7103] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       759.61237, best error:       759.61237 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 116.6120300293s, input_fired_time: 1.1737422943, output_fired_time: 0.8584529161, propagate_forward_time: 35.3612060547, propagate_backward_time: 77.0997695923, weight_update_time: 0.1283346117, other_time: 2.1188583374
epoch time: 7.5933299065s, input_fired_time: 0.1477968246, output_fired_time: 0.0000000000, propagate_forward_time: 7.0468482971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986849785
validation[          , genome  7103] predictions:    9761/  10000 (97.61%), best:    9755/10000 (97.55%), error:       832.53790, best error:       759.61237 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 116.5942459106s, input_fired_time: 1.1766015291, output_fired_time: 0.8559932113, propagate_forward_time: 35.3152275085, propagate_backward_time: 77.1064758301, weight_update_time: 0.1282023638, other_time: 2.1399383545
epoch time: 7.5830659866s, input_fired_time: 0.1543637663, output_fired_time: 0.0000000000, propagate_forward_time: 7.0400156975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886866570
validation[          , genome  7103] predictions:    9737/  10000 (97.37%), best:    9755/10000 (97.55%), error:       828.37646, best error:       759.61237 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 116.2442550659s, input_fired_time: 1.1807965040, output_fired_time: 0.8547754884, propagate_forward_time: 35.2085647583, propagate_backward_time: 76.8623428345, weight_update_time: 0.1282787025, other_time: 2.1377792358
epoch time: 7.6499261856s, input_fired_time: 0.1518436819, output_fired_time: 0.0000000000, propagate_forward_time: 7.0998873711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981952667
validation[          , genome  7103] predictions:    9761/  10000 (97.61%), best:    9755/10000 (97.55%), error:       769.79163, best error:       759.61237 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 116.4233093262s, input_fired_time: 1.1839290857, output_fired_time: 0.8627286553, propagate_forward_time: 35.3694648743, propagate_backward_time: 76.8841934204, weight_update_time: 0.1256499141, other_time: 2.1229934692
epoch time: 7.7230958939s, input_fired_time: 0.1578478813, output_fired_time: 0.0000000000, propagate_forward_time: 7.1717743874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934736252
validation[          , genome  7103] predictions:    9729/  10000 (97.29%), best:    9755/10000 (97.55%), error:       884.62659, best error:       759.61237 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 116.5941925049s, input_fired_time: 1.1854827404, output_fired_time: 0.8601473570, propagate_forward_time: 35.3048591614, propagate_backward_time: 77.1205368042, weight_update_time: 0.1271828264, other_time: 2.1231613159
epoch time: 7.5703139305s, input_fired_time: 0.1560758501, output_fired_time: 0.0000000000, propagate_forward_time: 7.0162239075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980140686
validation[          , genome  7103] predictions:    9758/  10000 (97.58%), best:    9755/10000 (97.55%), error:       779.11768, best error:       759.61237 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 116.1765518188s, input_fired_time: 1.1771793365, output_fired_time: 0.8526185155, propagate_forward_time: 35.2305030823, propagate_backward_time: 76.7616043091, weight_update_time: 0.1346450746, other_time: 2.1546554565
epoch time: 7.5935077667s, input_fired_time: 0.1528635770, output_fired_time: 0.0000000000, propagate_forward_time: 7.0543456078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862986565
validation[          , genome  7103] predictions:    9746/  10000 (97.46%), best:    9755/10000 (97.55%), error:       829.80060, best error:       759.61237 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 116.3617935181s, input_fired_time: 1.1750273705, output_fired_time: 0.8657490015, propagate_forward_time: 35.3223342896, propagate_backward_time: 76.8485183716, weight_update_time: 0.1291415989, other_time: 2.1501693726
epoch time: 7.5719804764s, input_fired_time: 0.1502830684, output_fired_time: 0.0000000000, propagate_forward_time: 7.0350360870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866615295
validation[          , genome  7103] predictions:    9717/  10000 (97.17%), best:    9755/10000 (97.55%), error:       887.13806, best error:       759.61237 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 116.5805511475s, input_fired_time: 1.1790825129, output_fired_time: 0.8588269949, propagate_forward_time: 35.2605667114, propagate_backward_time: 77.1275405884, weight_update_time: 0.1298325956, other_time: 2.1545333862
epoch time: 7.6125807762s, input_fired_time: 0.1508753151, output_fired_time: 0.0000000000, propagate_forward_time: 7.0679059029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937997818
validation[          , genome  7103] predictions:    9764/  10000 (97.64%), best:    9755/10000 (97.55%), error:       780.56854, best error:       759.61237 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 116.6591873169s, input_fired_time: 1.1731805801, output_fired_time: 0.8646053672, propagate_forward_time: 35.3309097290, propagate_backward_time: 77.1627807617, weight_update_time: 0.1293543577, other_time: 2.1277084351
epoch time: 7.5666851997s, input_fired_time: 0.1512790024, output_fired_time: 0.0000000000, propagate_forward_time: 7.0276584625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877477646
validation[          , genome  7103] predictions:    9741/  10000 (97.41%), best:    9755/10000 (97.55%), error:       799.71301, best error:       759.61237 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 116.4031982422s, input_fired_time: 1.1912080050, output_fired_time: 0.8557209373, propagate_forward_time: 35.3090248108, propagate_backward_time: 76.8872146606, weight_update_time: 0.1305649281, other_time: 2.1600265503
epoch time: 7.5712032318s, input_fired_time: 0.1521079391, output_fired_time: 0.0000000000, propagate_forward_time: 7.0333981514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856973648
validation[          , genome  7103] predictions:    9712/  10000 (97.12%), best:    9755/10000 (97.55%), error:       959.65533, best error:       759.61237 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 116.3005142212s, input_fired_time: 1.1696614027, output_fired_time: 0.8539204001, propagate_forward_time: 35.2842369080, propagate_backward_time: 76.8537139893, weight_update_time: 0.1289134026, other_time: 2.1389770508
epoch time: 7.5988101959s, input_fired_time: 0.1518837363, output_fired_time: 0.0000000000, propagate_forward_time: 7.0639405251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829860687
validation[          , genome  7103] predictions:    9764/  10000 (97.64%), best:    9755/10000 (97.55%), error:       781.01709, best error:       759.61237 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 116.3281707764s, input_fired_time: 1.1694039106, output_fired_time: 0.8658090830, propagate_forward_time: 35.2931938171, propagate_backward_time: 76.8626632690, weight_update_time: 0.1267419904, other_time: 2.1371078491
epoch time: 7.6038246155s, input_fired_time: 0.1586436182, output_fired_time: 0.0000000000, propagate_forward_time: 7.0543532372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908276558
validation[          , genome  7103] predictions:    9760/  10000 (97.60%), best:    9755/10000 (97.55%), error:       826.07031, best error:       759.61237 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 116.2066650391s, input_fired_time: 1.1956546307, output_fired_time: 0.8621424437, propagate_forward_time: 35.2694740295, propagate_backward_time: 76.7452468872, weight_update_time: 0.1303115636, other_time: 2.1341476440
epoch time: 7.6635684967s, input_fired_time: 0.1535702944, output_fired_time: 0.0000000000, propagate_forward_time: 7.1134161949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965821266
validation[          , genome  7103] predictions:    9734/  10000 (97.34%), best:    9755/10000 (97.55%), error:       831.48981, best error:       759.61237 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 116.6045455933s, input_fired_time: 1.1833096743, output_fired_time: 0.8544808626, propagate_forward_time: 35.3866653442, propagate_backward_time: 77.0479278564, weight_update_time: 0.1276349574, other_time: 2.1321563721
epoch time: 7.6375489235s, input_fired_time: 0.1539395154, output_fired_time: 0.0000000000, propagate_forward_time: 7.0852937698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983154297
validation[          , genome  7103] predictions:    9712/  10000 (97.12%), best:    9755/10000 (97.55%), error:       915.99921, best error:       759.61237 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 116.0867156982s, input_fired_time: 1.1731388569, output_fired_time: 0.8588505983, propagate_forward_time: 35.1344566345, propagate_backward_time: 76.7779693604, weight_update_time: 0.1292234510, other_time: 2.1423034668
epoch time: 7.5879011154s, input_fired_time: 0.1553887129, output_fired_time: 0.0000000000, propagate_forward_time: 7.0436854362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888268471
validation[          , genome  7103] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       748.05365, best error:       748.05365 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 116.5029449463s, input_fired_time: 1.1927376986, output_fired_time: 0.8629202843, propagate_forward_time: 35.3280982971, propagate_backward_time: 76.9633178711, weight_update_time: 0.1281941086, other_time: 2.1558685303
epoch time: 7.5871076584s, input_fired_time: 0.1551537663, output_fired_time: 0.0000000000, propagate_forward_time: 7.0465140343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854398727
validation[          , genome  7103] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       808.10864, best error:       748.05365 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.3354187012s, input_fired_time: 1.1743900776, output_fired_time: 0.8744477034, propagate_forward_time: 35.2565689087, propagate_backward_time: 76.8860168457, weight_update_time: 0.1280811876, other_time: 2.1439895630
epoch time: 7.6360654831s, input_fired_time: 0.1576556563, output_fired_time: 0.0000000000, propagate_forward_time: 7.0914950371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869147301
validation[          , genome  7103] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       753.89294, best error:       748.05365 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 116.2112045288s, input_fired_time: 1.1689561605, output_fired_time: 0.8508504033, propagate_forward_time: 35.2387008667, propagate_backward_time: 76.8085403442, weight_update_time: 0.1334900260, other_time: 2.1441574097
epoch time: 7.5215873718s, input_fired_time: 0.1510529071, output_fired_time: 0.0000000000, propagate_forward_time: 6.9891314507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814029694
validation[          , genome  7103] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       752.40308, best error:       748.05365 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 116.1565246582s, input_fired_time: 1.1761881113, output_fired_time: 0.8450379372, propagate_forward_time: 35.2152061462, propagate_backward_time: 76.7601089478, weight_update_time: 0.1320190132, other_time: 2.1599807739
epoch time: 7.5493335724s, input_fired_time: 0.1516605616, output_fired_time: 0.0000000000, propagate_forward_time: 7.0128178596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848552704
validation[          , genome  7103] predictions:    9758/  10000 (97.58%), best:    9777/10000 (97.77%), error:       807.60767, best error:       748.05365 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 116.2905120850s, input_fired_time: 1.1813964844, output_fired_time: 0.8647846580, propagate_forward_time: 35.1196975708, propagate_backward_time: 76.9751892090, weight_update_time: 0.1264021099, other_time: 2.1494445801
epoch time: 7.5911779404s, input_fired_time: 0.1512010545, output_fired_time: 0.0000000000, propagate_forward_time: 7.0526132584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873634338
validation[          , genome  7103] predictions:    9730/  10000 (97.30%), best:    9777/10000 (97.77%), error:       869.55212, best error:       748.05365 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 116.2999343872s, input_fired_time: 1.1929521561, output_fired_time: 0.8537896872, propagate_forward_time: 35.2525596619, propagate_backward_time: 76.8509902954, weight_update_time: 0.1254674792, other_time: 2.1496353149
epoch time: 7.6852993965s, input_fired_time: 0.1505888700, output_fired_time: 0.0000000000, propagate_forward_time: 7.1432890892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914213181
validation[          , genome  7103] predictions:    9743/  10000 (97.43%), best:    9777/10000 (97.77%), error:       852.34711, best error:       748.05365 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 116.1441192627s, input_fired_time: 1.1918170452, output_fired_time: 0.8568032980, propagate_forward_time: 35.1743202209, propagate_backward_time: 76.7802047729, weight_update_time: 0.1274584681, other_time: 2.1409683228
epoch time: 7.6077790260s, input_fired_time: 0.1551894993, output_fired_time: 0.0000000000, propagate_forward_time: 7.0670690536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855204582
validation[          , genome  7103] predictions:    9717/  10000 (97.17%), best:    9777/10000 (97.77%), error:       950.92749, best error:       748.05365 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 116.4686813354s, input_fired_time: 1.1844750643, output_fired_time: 0.8608394861, propagate_forward_time: 35.2918243408, propagate_backward_time: 76.9637145996, weight_update_time: 0.1286171675, other_time: 2.1678237915
epoch time: 7.5603532791s, input_fired_time: 0.1562857926, output_fired_time: 0.0000000000, propagate_forward_time: 7.0105738640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934936523
validation[          , genome  7103] predictions:    9723/  10000 (97.23%), best:    9777/10000 (97.77%), error:       900.46558, best error:       748.05365 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 116.2809829712s, input_fired_time: 1.1896334887, output_fired_time: 0.8576697707, propagate_forward_time: 35.2281036377, propagate_backward_time: 76.8708114624, weight_update_time: 0.1270475239, other_time: 2.1347656250
epoch time: 7.5853190422s, input_fired_time: 0.1531194448, output_fired_time: 0.0000000000, propagate_forward_time: 7.0442576408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879418373
validation[          , genome  7103] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       796.58527, best error:       748.05365 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 116.1725616455s, input_fired_time: 1.1729366779, output_fired_time: 0.8524050713, propagate_forward_time: 35.1904792786, propagate_backward_time: 76.8242416382, weight_update_time: 0.1266247779, other_time: 2.1324996948
epoch time: 7.5270748138s, input_fired_time: 0.1518363357, output_fired_time: 0.0000000000, propagate_forward_time: 6.9908342361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844041824
validation[          , genome  7103] predictions:    9730/  10000 (97.30%), best:    9777/10000 (97.77%), error:       827.14142, best error:       748.05365 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 116.5311050415s, input_fired_time: 1.1758527756, output_fired_time: 0.8608828187, propagate_forward_time: 35.2904281616, propagate_backward_time: 77.0341033936, weight_update_time: 0.1274149567, other_time: 2.1698379517
epoch time: 7.5490422249s, input_fired_time: 0.1524475515, output_fired_time: 0.0000000000, propagate_forward_time: 7.0107464790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858480453
validation[          , genome  7103] predictions:    9631/  10000 (96.31%), best:    9777/10000 (97.77%), error:      1209.21167, best error:       748.05365 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 116.1804504395s, input_fired_time: 1.1750755310, output_fired_time: 0.8682983518, propagate_forward_time: 35.1016502380, propagate_backward_time: 76.9006805420, weight_update_time: 0.1305972934, other_time: 2.1347351074
epoch time: 7.5911126137s, input_fired_time: 0.1515685469, output_fired_time: 0.0000000000, propagate_forward_time: 7.0477423668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918018341
validation[          , genome  7103] predictions:    9740/  10000 (97.40%), best:    9777/10000 (97.77%), error:       878.49792, best error:       748.05365 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 116.2533187866s, input_fired_time: 1.1882040501, output_fired_time: 0.8590423465, propagate_forward_time: 35.2151947021, propagate_backward_time: 76.8548431396, weight_update_time: 0.1321240813, other_time: 2.1360397339
epoch time: 7.5484967232s, input_fired_time: 0.1511087716, output_fired_time: 0.0000000000, propagate_forward_time: 7.0110173225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863706589
validation[          , genome  7103] predictions:    9761/  10000 (97.61%), best:    9777/10000 (97.77%), error:       750.24158, best error:       748.05365 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 116.1133575439s, input_fired_time: 1.1868616343, output_fired_time: 0.8706645370, propagate_forward_time: 35.2331008911, propagate_backward_time: 76.6966781616, weight_update_time: 0.1264186949, other_time: 2.1260528564
epoch time: 7.5810046196s, input_fired_time: 0.1589311957, output_fired_time: 0.0000000000, propagate_forward_time: 7.0382237434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838496208
validation[          , genome  7103] predictions:    9732/  10000 (97.32%), best:    9777/10000 (97.77%), error:       865.62506, best error:       748.05365 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 116.2148666382s, input_fired_time: 1.1749482155, output_fired_time: 0.8556360602, propagate_forward_time: 35.2389106750, propagate_backward_time: 76.8005065918, weight_update_time: 0.1272387654, other_time: 2.1448669434
epoch time: 7.5616745949s, input_fired_time: 0.1499722600, output_fired_time: 0.0000000000, propagate_forward_time: 7.0191974640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925046921
validation[          , genome  7103] predictions:    9750/  10000 (97.50%), best:    9777/10000 (97.77%), error:       843.79816, best error:       748.05365 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 116.2042007446s, input_fired_time: 1.1747578382, output_fired_time: 0.8530006409, propagate_forward_time: 35.2341575623, propagate_backward_time: 76.8019104004, weight_update_time: 0.1259544492, other_time: 2.1403656006
epoch time: 7.5809044838s, input_fired_time: 0.1574623585, output_fired_time: 0.0000000000, propagate_forward_time: 7.0364651680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869767189
validation[          , genome  7103] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       804.79492, best error:       748.05365 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 116.1903915405s, input_fired_time: 1.1910413504, output_fired_time: 0.8622196317, propagate_forward_time: 35.1842842102, propagate_backward_time: 76.8160858154, weight_update_time: 0.1324421018, other_time: 2.1367645264
epoch time: 7.5990328789s, input_fired_time: 0.1559285820, output_fired_time: 0.0000000000, propagate_forward_time: 7.0527949333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903093338
validation[          , genome  7103] predictions:    9739/  10000 (97.39%), best:    9777/10000 (97.77%), error:       857.63696, best error:       748.05365 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 116.2605590820s, input_fired_time: 1.1785953045, output_fired_time: 0.8701484203, propagate_forward_time: 35.2709312439, propagate_backward_time: 76.7840652466, weight_update_time: 0.1281370819, other_time: 2.1568222046
epoch time: 7.7031974792s, input_fired_time: 0.1557244509, output_fired_time: 0.0000000000, propagate_forward_time: 7.1562013626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912715912
validation[          , genome  7103] predictions:    9688/  10000 (96.88%), best:    9777/10000 (97.77%), error:      1042.12952, best error:       748.05365 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 116.0668411255s, input_fired_time: 1.1812461615, output_fired_time: 0.8579611778, propagate_forward_time: 35.1608390808, propagate_backward_time: 76.7349853516, weight_update_time: 0.1274051517, other_time: 2.1318054199
epoch time: 7.6065902710s, input_fired_time: 0.1539454907, output_fired_time: 0.0000000000, propagate_forward_time: 7.0588960648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937487602
validation[          , genome  7103] predictions:    9768/  10000 (97.68%), best:    9777/10000 (97.77%), error:       759.99762, best error:       748.05365 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 116.3906631470s, input_fired_time: 1.1975474358, output_fired_time: 0.8632472157, propagate_forward_time: 35.1918601990, propagate_backward_time: 77.0037689209, weight_update_time: 0.1263771951, other_time: 2.1342315674
epoch time: 7.5571708679s, input_fired_time: 0.1527228057, output_fired_time: 0.0000000000, propagate_forward_time: 7.0178952217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865528107
validation[          , genome  7103] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       786.23102, best error:       748.05365 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 116.5552749634s, input_fired_time: 1.1881012917, output_fired_time: 0.8709602952, propagate_forward_time: 35.3182449341, propagate_backward_time: 77.0208435059, weight_update_time: 0.1324691027, other_time: 2.1571197510
epoch time: 7.6033134460s, input_fired_time: 0.1550295353, output_fired_time: 0.0000000000, propagate_forward_time: 7.0593047142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889794350
validation[          , genome  7103] predictions:    9750/  10000 (97.50%), best:    9777/10000 (97.77%), error:       809.97717, best error:       748.05365 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 116.3237991333s, input_fired_time: 1.1846783161, output_fired_time: 0.8668609858, propagate_forward_time: 35.2788162231, propagate_backward_time: 76.8573760986, weight_update_time: 0.1270636171, other_time: 2.1360702515
epoch time: 7.6337170601s, input_fired_time: 0.1528533101, output_fired_time: 0.0000000000, propagate_forward_time: 7.0882658958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925976753
validation[          , genome  7103] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       800.47375, best error:       748.05365 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 116.4548645020s, input_fired_time: 1.1892870665, output_fired_time: 0.8574410081, propagate_forward_time: 35.2863082886, propagate_backward_time: 76.9847335815, weight_update_time: 0.1286044568, other_time: 2.1370925903
epoch time: 7.5556011200s, input_fired_time: 0.1537358165, output_fired_time: 0.0000000000, propagate_forward_time: 7.0179734230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838920593
validation[          , genome  7103] predictions:    9747/  10000 (97.47%), best:    9777/10000 (97.77%), error:       849.13104, best error:       748.05365 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 116.3029251099s, input_fired_time: 1.1905041933, output_fired_time: 0.8652484417, propagate_forward_time: 35.2593269348, propagate_backward_time: 76.8588256836, weight_update_time: 0.1270208359, other_time: 2.1290130615
epoch time: 7.5894799232s, input_fired_time: 0.1578725427, output_fired_time: 0.0000000000, propagate_forward_time: 7.0480475426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835597038
validation[          , genome  7103] predictions:    9716/  10000 (97.16%), best:    9777/10000 (97.77%), error:       967.39001, best error:       748.05365 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 116.2314071655s, input_fired_time: 1.1881239414, output_fired_time: 0.8577541709, propagate_forward_time: 35.2506446838, propagate_backward_time: 76.7926330566, weight_update_time: 0.1304398626, other_time: 2.1422424316
epoch time: 7.5810303688s, input_fired_time: 0.1554062515, output_fired_time: 0.0000000000, propagate_forward_time: 7.0421919823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834319115
validation[          , genome  7103] predictions:    9731/  10000 (97.31%), best:    9777/10000 (97.77%), error:       893.73254, best error:       748.05365 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 116.5277252197s, input_fired_time: 1.1880785227, output_fired_time: 0.8547556996, propagate_forward_time: 35.2748565674, propagate_backward_time: 77.0602951050, weight_update_time: 0.1330016255, other_time: 2.1497344971
epoch time: 7.5989856720s, input_fired_time: 0.1544584185, output_fired_time: 0.0000000000, propagate_forward_time: 7.0559225082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886046410
validation[          , genome  7103] predictions:    9760/  10000 (97.60%), best:    9777/10000 (97.77%), error:       791.30200, best error:       748.05365 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 116.0124130249s, input_fired_time: 1.1908743382, output_fired_time: 0.8545695543, propagate_forward_time: 35.1736602783, propagate_backward_time: 76.6343460083, weight_update_time: 0.1300456971, other_time: 2.1589660645
epoch time: 7.5752439499s, input_fired_time: 0.1522668749, output_fired_time: 0.0000000000, propagate_forward_time: 7.0317087173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912682533
validation[          , genome  7103] predictions:    9730/  10000 (97.30%), best:    9777/10000 (97.77%), error:       903.86377, best error:       748.05365 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 116.1360931396s, input_fired_time: 1.1878515482, output_fired_time: 0.8673124909, propagate_forward_time: 35.2361145020, propagate_backward_time: 76.7127609253, weight_update_time: 0.1282941103, other_time: 2.1320571899
epoch time: 7.6017284393s, input_fired_time: 0.1537675858, output_fired_time: 0.0000000000, propagate_forward_time: 7.0627512932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852095604
validation[          , genome  7103] predictions:    9763/  10000 (97.63%), best:    9777/10000 (97.77%), error:       819.51263, best error:       748.05365 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 116.2498626709s, input_fired_time: 1.1869858503, output_fired_time: 0.8584501147, propagate_forward_time: 35.1932334900, propagate_backward_time: 76.8855895996, weight_update_time: 0.1274097562, other_time: 2.1255950928
epoch time: 7.6090722084s, input_fired_time: 0.1585293710, output_fired_time: 0.0000000000, propagate_forward_time: 7.0622730255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882699013
validation[          , genome  7103] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       841.02216, best error:       748.05365 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 116.2319488525s, input_fired_time: 1.1753244400, output_fired_time: 0.8595013022, propagate_forward_time: 35.2573738098, propagate_backward_time: 76.8133392334, weight_update_time: 0.1263177842, other_time: 2.1264038086
epoch time: 7.6013293266s, input_fired_time: 0.1555624604, output_fired_time: 0.0000000000, propagate_forward_time: 7.0615301132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842368126
validation[          , genome  7103] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       831.84631, best error:       748.05365 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 116.5260620117s, input_fired_time: 1.1973730326, output_fired_time: 0.8576225042, propagate_forward_time: 35.3342056274, propagate_backward_time: 76.9750900269, weight_update_time: 0.1263149232, other_time: 2.1617736816
epoch time: 7.6040043831s, input_fired_time: 0.1530029923, output_fired_time: 0.0000000000, propagate_forward_time: 7.0607743263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902268410
validation[          , genome  7103] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       802.79559, best error:       748.05365 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 116.5234832764s, input_fired_time: 1.1807905436, output_fired_time: 0.8567127585, propagate_forward_time: 35.2668304443, propagate_backward_time: 77.0720748901, weight_update_time: 0.1295036525, other_time: 2.1470718384
epoch time: 7.6057548523s, input_fired_time: 0.1587174535, output_fired_time: 0.0000000000, propagate_forward_time: 7.0588412285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881959915
validation[          , genome  7103] predictions:    9718/  10000 (97.18%), best:    9777/10000 (97.77%), error:       949.11835, best error:       748.05365 on epoch:    48, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 116.4083938599s, input_fired_time: 1.1951719522, output_fired_time: 0.8532626033, propagate_forward_time: 35.2526702881, propagate_backward_time: 76.9770736694, weight_update_time: 0.1278085709, other_time: 2.1302108765
epoch time: 7.6247539520s, input_fired_time: 0.1555948257, output_fired_time: 0.0000000000, propagate_forward_time: 7.0749564171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942027092
validation[          , genome  7103] predictions:    9790/  10000 (97.90%), best:    9777/10000 (97.77%), error:       759.10632, best error:       748.05365 on epoch:    48, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 115.9717788696s, input_fired_time: 1.1872386932, output_fired_time: 0.8499544859, propagate_forward_time: 35.1518363953, propagate_backward_time: 76.6423034668, weight_update_time: 0.1277002841, other_time: 2.1404418945
epoch time: 7.6163034439s, input_fired_time: 0.1541373283, output_fired_time: 0.0000000000, propagate_forward_time: 7.0731344223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890318871
validation[          , genome  7103] predictions:    9725/  10000 (97.25%), best:    9777/10000 (97.77%), error:       938.53564, best error:       748.05365 on epoch:    48, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 116.4607162476s, input_fired_time: 1.1904737949, output_fired_time: 0.8708201051, propagate_forward_time: 35.2570877075, propagate_backward_time: 77.0209655762, weight_update_time: 0.1273629665, other_time: 2.1213684082
epoch time: 7.6249418259s, input_fired_time: 0.1572824866, output_fired_time: 0.0000000000, propagate_forward_time: 7.0764842033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911752701
validation[          , genome  7103] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       819.93524, best error:       748.05365 on epoch:    48, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 116.4180145264s, input_fired_time: 1.1843130589, output_fired_time: 0.8667666316, propagate_forward_time: 35.2571220398, propagate_backward_time: 76.9541778564, weight_update_time: 0.1294844449, other_time: 2.1556396484
epoch time: 7.5550050735s, input_fired_time: 0.1524611115, output_fired_time: 0.0000000000, propagate_forward_time: 7.0154557228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870882988
validation[          , genome  7103] predictions:    9648/  10000 (96.48%), best:    9777/10000 (97.77%), error:      1225.97595, best error:       748.05365 on epoch:    48, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 116.2272949219s, input_fired_time: 1.1937352419, output_fired_time: 0.8749171495, propagate_forward_time: 35.1654930115, propagate_backward_time: 76.8485336304, weight_update_time: 0.1331779510, other_time: 2.1446151733
epoch time: 7.5770306587s, input_fired_time: 0.1584695429, output_fired_time: 0.0000000000, propagate_forward_time: 7.0343518257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842091560
validation[          , genome  7103] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       831.24738, best error:       748.05365 on epoch:    48, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 116.4790802002s, input_fired_time: 1.1875504255, output_fired_time: 0.8569314480, propagate_forward_time: 35.3092765808, propagate_backward_time: 76.9911727905, weight_update_time: 0.1284476817, other_time: 2.1341476440
epoch time: 7.5796694756s, input_fired_time: 0.1667552739, output_fired_time: 0.0000000000, propagate_forward_time: 7.0212445259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916697502
validation[          , genome  7103] predictions:    9740/  10000 (97.40%), best:    9777/10000 (97.77%), error:       869.05164, best error:       748.05365 on epoch:    48, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 116.3486480713s, input_fired_time: 1.1891295910, output_fired_time: 0.8574253917, propagate_forward_time: 35.2183151245, propagate_backward_time: 76.9480438232, weight_update_time: 0.1296554953, other_time: 2.1357345581
epoch time: 7.5852656364s, input_fired_time: 0.1566062868, output_fired_time: 0.0000000000, propagate_forward_time: 7.0410480499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876113892
validation[          , genome  7103] predictions:    9742/  10000 (97.42%), best:    9777/10000 (97.77%), error:       855.15222, best error:       748.05365 on epoch:    48, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 116.7697296143s, input_fired_time: 1.1934239864, output_fired_time: 0.8541096449, propagate_forward_time: 35.3665771484, propagate_backward_time: 77.2175140381, weight_update_time: 0.1261572987, other_time: 2.1381072998
epoch time: 7.6443300247s, input_fired_time: 0.1570522338, output_fired_time: 0.0000000000, propagate_forward_time: 7.0969905853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902873993
validation[          , genome  7103] predictions:    9715/  10000 (97.15%), best:    9777/10000 (97.77%), error:       945.75330, best error:       748.05365 on epoch:    48, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 116.3739089966s, input_fired_time: 1.2000318766, output_fired_time: 0.8548477292, propagate_forward_time: 35.2570381165, propagate_backward_time: 76.9230270386, weight_update_time: 0.1319412589, other_time: 2.1389541626
epoch time: 7.5610685349s, input_fired_time: 0.1574468464, output_fired_time: 0.0000000000, propagate_forward_time: 7.0110473633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925743103
validation[          , genome  7103] predictions:    9746/  10000 (97.46%), best:    9777/10000 (97.77%), error:       834.90833, best error:       748.05365 on epoch:    48, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 116.3891448975s, input_fired_time: 1.1907254457, output_fired_time: 0.8643292785, propagate_forward_time: 35.1626167297, propagate_backward_time: 77.0176773071, weight_update_time: 0.1298715174, other_time: 2.1538009644
epoch time: 7.5313601494s, input_fired_time: 0.1542082429, output_fired_time: 0.0000000000, propagate_forward_time: 6.9926967621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844552040
validation[          , genome  7103] predictions:    9783/  10000 (97.83%), best:    9777/10000 (97.77%), error:       766.14386, best error:       748.05365 on epoch:    48, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 116.2563934326s, input_fired_time: 1.1908681393, output_fired_time: 0.8562370539, propagate_forward_time: 35.2085914612, propagate_backward_time: 76.8709030151, weight_update_time: 0.1300005764, other_time: 2.1297988892
epoch time: 7.6100878716s, input_fired_time: 0.1578936130, output_fired_time: 0.0000000000, propagate_forward_time: 7.0622134209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899807930
validation[          , genome  7103] predictions:    9748/  10000 (97.48%), best:    9777/10000 (97.77%), error:       831.89276, best error:       748.05365 on epoch:    48, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 116.5202026367s, input_fired_time: 1.2041643858, output_fired_time: 0.8634067178, propagate_forward_time: 35.3114852905, propagate_backward_time: 77.0123138428, weight_update_time: 0.1317910701, other_time: 2.1288375854
epoch time: 7.6569242477s, input_fired_time: 0.1547361463, output_fired_time: 0.0000000000, propagate_forward_time: 7.1062641144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3959240913
validation[          , genome  7103] predictions:    9773/  10000 (97.73%), best:    9777/10000 (97.77%), error:       793.28705, best error:       748.05365 on epoch:    48, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 116.4663543701s, input_fired_time: 1.1925411224, output_fired_time: 0.8549266458, propagate_forward_time: 35.3481941223, propagate_backward_time: 76.9457321167, weight_update_time: 0.1292077005, other_time: 2.1249618530
epoch time: 7.6100506783s, input_fired_time: 0.1550073475, output_fired_time: 0.0000000000, propagate_forward_time: 7.0642609596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907823563
validation[          , genome  7103] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       811.92578, best error:       748.05365 on epoch:    48, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 116.4504013062s, input_fired_time: 1.1875550747, output_fired_time: 0.8711636066, propagate_forward_time: 35.3189315796, propagate_backward_time: 76.9402847290, weight_update_time: 0.1260267198, other_time: 2.1324691772
epoch time: 7.6050038338s, input_fired_time: 0.1572327912, output_fired_time: 0.0000000000, propagate_forward_time: 7.0526618958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951091766
validation[          , genome  7103] predictions:    9723/  10000 (97.23%), best:    9777/10000 (97.77%), error:       914.81055, best error:       748.05365 on epoch:    48, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 116.3445816040s, input_fired_time: 1.1837296486, output_fired_time: 0.8615310788, propagate_forward_time: 35.2464103699, propagate_backward_time: 76.9006652832, weight_update_time: 0.1291572005, other_time: 2.1522369385
epoch time: 7.6584792137s, input_fired_time: 0.1547073275, output_fired_time: 0.0000000000, propagate_forward_time: 7.1052575111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985142708
validation[          , genome  7103] predictions:    9762/  10000 (97.62%), best:    9777/10000 (97.77%), error:       800.78406, best error:       748.05365 on epoch:    48, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 116.2753601074s, input_fired_time: 1.1923192739, output_fired_time: 0.8509551287, propagate_forward_time: 35.3212127686, propagate_backward_time: 76.7852172852, weight_update_time: 0.1298291087, other_time: 2.1256561279
epoch time: 7.6319832802s, input_fired_time: 0.1608372182, output_fired_time: 0.0000000000, propagate_forward_time: 7.0795550346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915910721
validation[          , genome  7103] predictions:    9776/  10000 (97.76%), best:    9777/10000 (97.77%), error:       787.26971, best error:       748.05365 on epoch:    48, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 116.3435592651s, input_fired_time: 1.1910483837, output_fired_time: 0.8594197631, propagate_forward_time: 35.2668685913, propagate_backward_time: 76.8666381836, weight_update_time: 0.1380468160, other_time: 2.1595840454
epoch time: 7.6435027122s, input_fired_time: 0.1556739211, output_fired_time: 0.0000000000, propagate_forward_time: 7.0967469215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910818100
validation[          , genome  7103] predictions:    9713/  10000 (97.13%), best:    9777/10000 (97.77%), error:       934.03668, best error:       748.05365 on epoch:    48, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 116.7112197876s, input_fired_time: 1.2009310722, output_fired_time: 0.8699736595, propagate_forward_time: 35.3602371216, propagate_backward_time: 77.1305541992, weight_update_time: 0.1275734305, other_time: 2.1495285034
epoch time: 7.5869059563s, input_fired_time: 0.1562327892, output_fired_time: 0.0000000000, propagate_forward_time: 7.0459465981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847265244
validation[          , genome  7103] predictions:    9736/  10000 (97.36%), best:    9777/10000 (97.77%), error:       863.99915, best error:       748.05365 on epoch:    48, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 116.2898941040s, input_fired_time: 1.2031835318, output_fired_time: 0.8594275713, propagate_forward_time: 35.2146072388, propagate_backward_time: 76.8715820312, weight_update_time: 0.1271849722, other_time: 2.1410903931
epoch time: 7.5792889595s, input_fired_time: 0.1545649022, output_fired_time: 0.0000000000, propagate_forward_time: 7.0324034691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923206329
validation[          , genome  7103] predictions:    9648/  10000 (96.48%), best:    9777/10000 (97.77%), error:      1109.12500, best error:       748.05365 on epoch:    48, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 116.4886245728s, input_fired_time: 1.1909412146, output_fired_time: 0.8569743633, propagate_forward_time: 35.2971572876, propagate_backward_time: 76.9859085083, weight_update_time: 0.1310971379, other_time: 2.1576461792
epoch time: 7.5985350609s, input_fired_time: 0.1555181295, output_fired_time: 0.0000000000, propagate_forward_time: 7.0494518280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935651779
validation[          , genome  7103] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       806.92792, best error:       748.05365 on epoch:    48, 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: 38.0345802307s, input_fired_time: 0.7710101604, output_fired_time: 0.0000000000, propagate_forward_time: 35.2871131897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9764556885
best training[          , genome  7103] predictions:   49514/  50000 (99.03%), best:    9777/10000 (97.77%), error:      1736.37744, best error:       748.05365 on epoch:    48, 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: 7.5854496956s, input_fired_time: 0.1506421864, output_fired_time: 0.0000000000, propagate_forward_time: 7.0411877632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936195374
   testing[          , genome  7103] predictions:    9795/  10000 (97.95%), best:    9777/10000 (97.77%), error:       710.08264, best error:       748.05365 on epoch:    48, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:30:53 (97743): called boinc_finish(0)

</stderr_txt>
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