Parameters: training_file: /data/www/scr_prediction/tmp/L-PSSM-PBL_CSV-PBL_FRC-PSIPRED/nnetwork/training_set.nn testing_file: /data/www/scr_prediction/tmp/L-PSSM-PBL_CSV-PBL_FRC-PSIPRED/nnetwork/monitoring_set.nn num_input: 351 num_output: 1 num_layers: 3 num_hidden1: 20 num_hidden2: 20 num_hidden3: 20 training algorithm: 2 - FANN_TRAIN_RPROP (disabled) learning rate: 0.700000 activation function: 3 - FANN_SIGMOID activation steepness: 0.500000 output steepness: 0.500000 error_function: 1 - FANN_ERRORFUNC_TANH Creating network. Training network. Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.1338464022. Bit fail 63283. Epochs 10. Current error: 0.0824718922. Bit fail 63432. Testing training data. 0.086495 Testing testing data. 0.086886 round 1 train_error: 0.26103 test_error: 0.26807 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0864953846. Bit fail 63684. Epochs 10. Current error: 0.0777827948. Bit fail 63529. Testing training data. 0.077356 Testing testing data. 0.074721 round 2 train_error: 0.23042 test_error: 0.23402 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0773558095. Bit fail 63486. Epochs 10. Current error: 0.0747341067. Bit fail 63425. Testing training data. 0.074208 Testing testing data. 0.072679 round 3 train_error: 0.22234 test_error: 0.22594 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0742079094. Bit fail 63343. Epochs 10. Current error: 0.0724897906. Bit fail 63172. Testing training data. 0.071610 Testing testing data. 0.070057 round 4 train_error: 0.21335 test_error: 0.21497 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0716101602. Bit fail 63294. Epochs 10. Current error: 0.0709363595. Bit fail 63327. Testing training data. 0.170031 Testing testing data. 0.170249 round 5 train_error: 0.32521 test_error: 0.32771 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.1700310707. Bit fail 63554. Epochs 10. Current error: 0.0707820281. Bit fail 63316. Testing training data. 0.070492 Testing testing data. 0.069905 round 6 train_error: 0.21427 test_error: 0.21765 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0704918131. Bit fail 63276. Epochs 10. Current error: 0.0701423809. Bit fail 63378. Testing training data. 0.070052 Testing testing data. 0.070289 round 7 train_error: 0.21503 test_error: 0.21969 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0700515285. Bit fail 63379. Epochs 10. Current error: 0.0697973222. Bit fail 62976. Testing training data. 0.070218 Testing testing data. 0.072369 round 8 train_error: 0.21360 test_error: 0.22163 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0702176169. Bit fail 63192. Epochs 10. Current error: 0.0691951066. Bit fail 63378. Testing training data. 0.069107 Testing testing data. 0.069485 round 9 train_error: 0.21291 test_error: 0.21800 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0691072196. Bit fail 63403. Epochs 10. Current error: 0.0683667511. Bit fail 63344. Testing training data. 0.068271 Testing testing data. 0.068762 round 10 train_error: 0.21299 test_error: 0.21787 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0682707801. Bit fail 63346. Epochs 10. Current error: 0.0674473941. Bit fail 63296. Testing training data. 0.067357 Testing testing data. 0.066973 round 11 train_error: 0.20832 test_error: 0.21082 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0673570260. Bit fail 63261. Epochs 10. Current error: 0.0667914078. Bit fail 63264. Testing training data. 0.066855 Testing testing data. 0.064940 round 12 train_error: 0.20545 test_error: 0.20537 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0668546334. Bit fail 63240. Epochs 10. Current error: 0.0671264306. Bit fail 63229. Testing training data. 0.067154 Testing testing data. 0.063666 round 13 train_error: 0.20201 test_error: 0.19993 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0671541542. Bit fail 63213. Epochs 10. Current error: 0.0665930882. Bit fail 63259. Testing training data. 0.066560 Testing testing data. 0.066575 round 14 train_error: 0.20645 test_error: 0.20934 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0665601119. Bit fail 63257. Epochs 10. Current error: 0.0661094412. Bit fail 63196. Testing training data. 0.066107 Testing testing data. 0.067081 round 15 train_error: 0.20531 test_error: 0.20994 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0661074072. Bit fail 63208. Epochs 10. Current error: 0.0661522001. Bit fail 63262. Testing training data. 0.066111 Testing testing data. 0.068028 round 16 train_error: 0.20594 test_error: 0.21250 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0661112741. Bit fail 63281. Epochs 10. Current error: 0.0664630458. Bit fail 63273. Testing training data. 0.066975 Testing testing data. 0.066671 round 17 train_error: 0.20538 test_error: 0.20851 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0669745430. Bit fail 63302. Epochs 10. Current error: 0.0661778301. Bit fail 63290. Testing training data. 0.066198 Testing testing data. 0.068069 round 18 train_error: 0.20584 test_error: 0.21277 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0661983341. Bit fail 63330. Epochs 10. Current error: 0.0660933182. Bit fail 63287. Testing training data. 0.066057 Testing testing data. 0.067496 round 19 train_error: 0.20691 test_error: 0.21247 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0660567135. Bit fail 63295. Epochs 10. Current error: 0.0658771619. Bit fail 63304. Testing training data. 0.065774 Testing testing data. 0.067297 round 20 train_error: 0.20627 test_error: 0.21188 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0657744482. Bit fail 63327. Epochs 10. Current error: 0.0657419860. Bit fail 63339. Testing training data. 0.065721 Testing testing data. 0.067314 round 21 train_error: 0.20626 test_error: 0.21162 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0657213777. Bit fail 63310. Epochs 10. Current error: 0.0655393600. Bit fail 63250. Testing training data. 0.065557 Testing testing data. 0.067187 round 22 train_error: 0.20509 test_error: 0.21056 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0655570030. Bit fail 63232. Epochs 10. Current error: 0.0654639751. Bit fail 63216. Testing training data. 0.065421 Testing testing data. 0.067312 round 23 train_error: 0.20498 test_error: 0.21064 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0654210523. Bit fail 63209. Epochs 10. Current error: 0.0653405041. Bit fail 63211. Testing training data. 0.065368 Testing testing data. 0.067706 round 24 train_error: 0.20508 test_error: 0.21108 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0653681383. Bit fail 63218. Epochs 10. Current error: 0.0652474836. Bit fail 63223. Testing training data. 0.065246 Testing testing data. 0.067254 round 25 train_error: 0.20431 test_error: 0.20991 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0652456582. Bit fail 63210. Epochs 10. Current error: 0.0649449676. Bit fail 63157. Testing training data. 0.064941 Testing testing data. 0.068102 round 26 train_error: 0.20261 test_error: 0.20962 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0649405643. Bit fail 63182. Epochs 10. Current error: 0.0647447184. Bit fail 63149. Testing training data. 0.064723 Testing testing data. 0.067511 round 27 train_error: 0.20104 test_error: 0.20780 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0647230521. Bit fail 63149. Epochs 10. Current error: 0.0646430701. Bit fail 63197. Testing training data. 0.064631 Testing testing data. 0.067508 round 28 train_error: 0.20227 test_error: 0.20938 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0646308362. Bit fail 63201. Epochs 10. Current error: 0.0645361468. Bit fail 63195. Testing training data. 0.064550 Testing testing data. 0.067793 round 29 train_error: 0.20256 test_error: 0.20995 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0645496324. Bit fail 63213. Epochs 10. Current error: 0.0643640757. Bit fail 63205. Testing training data. 0.064345 Testing testing data. 0.067369 round 30 train_error: 0.20091 test_error: 0.20768 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0643450692. Bit fail 63197. Epochs 10. Current error: 0.0643211082. Bit fail 63169. Testing training data. 0.064338 Testing testing data. 0.067971 round 31 train_error: 0.20157 test_error: 0.20906 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0643383563. Bit fail 63152. Epochs 10. Current error: 0.0642922819. Bit fail 63147. Testing training data. 0.064291 Testing testing data. 0.068031 round 32 train_error: 0.20174 test_error: 0.20933 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0642910153. Bit fail 63152. Epochs 10. Current error: 0.0642509311. Bit fail 63144. Testing training data. 0.064243 Testing testing data. 0.068103 round 33 train_error: 0.20173 test_error: 0.20934 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0642432943. Bit fail 63147. Epochs 10. Current error: 0.0642274097. Bit fail 63135. Testing training data. 0.064221 Testing testing data. 0.067763 round 34 train_error: 0.20137 test_error: 0.20850 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0642207786. Bit fail 63130. Epochs 10. Current error: 0.0642168969. Bit fail 63149. Testing training data. 0.064228 Testing testing data. 0.067878 round 35 train_error: 0.20160 test_error: 0.20856 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0642278492. Bit fail 63147. Epochs 10. Current error: 0.0642315224. Bit fail 63150. Testing training data. 0.064226 Testing testing data. 0.067613 round 36 train_error: 0.20148 test_error: 0.20780 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0642264783. Bit fail 63145. Epochs 10. Current error: 0.0642455816. Bit fail 63161. Testing training data. 0.064251 Testing testing data. 0.067623 round 37 train_error: 0.20179 test_error: 0.20821 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0642512813. Bit fail 63161. Epochs 10. Current error: 0.0642112792. Bit fail 63169. Testing training data. 0.064215 Testing testing data. 0.067759 round 38 train_error: 0.20176 test_error: 0.20837 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0642146021. Bit fail 63169. Epochs 10. Current error: 0.0641914606. Bit fail 63165. Testing training data. 0.064198 Testing testing data. 0.067799 round 39 train_error: 0.20184 test_error: 0.20852 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0641975626. Bit fail 63173. Epochs 10. Current error: 0.0641505271. Bit fail 63178. Testing training data. 0.064161 Testing testing data. 0.067857 round 40 train_error: 0.20177 test_error: 0.20854 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0641608313. Bit fail 63186. Epochs 10. Current error: 0.0641319901. Bit fail 63166. Testing training data. 0.064134 Testing testing data. 0.067710 round 41 train_error: 0.20149 test_error: 0.20806 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0641338304. Bit fail 63168. Epochs 10. Current error: 0.0641239956. Bit fail 63168. Testing training data. 0.064122 Testing testing data. 0.067731 round 42 train_error: 0.20152 test_error: 0.20813 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0641221479. Bit fail 63168. Epochs 10. Current error: 0.0640823916. Bit fail 63182. Testing training data. 0.064080 Testing testing data. 0.067791 round 43 train_error: 0.20150 test_error: 0.20822 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0640803650. Bit fail 63194. Epochs 10. Current error: 0.0640365928. Bit fail 63166. Testing training data. 0.064055 Testing testing data. 0.068085 round 44 train_error: 0.20156 test_error: 0.20862 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0640547425. Bit fail 63210. Epochs 10. Current error: 0.0640070662. Bit fail 63213. Testing training data. 0.064000 Testing testing data. 0.068114 round 45 train_error: 0.20119 test_error: 0.20826 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0639995337. Bit fail 63224. Epochs 10. Current error: 0.0639702827. Bit fail 63221. Testing training data. 0.063979 Testing testing data. 0.068115 round 46 train_error: 0.20144 test_error: 0.20855 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0639792085. Bit fail 63231. Epochs 10. Current error: 0.0639198124. Bit fail 63219. Testing training data. 0.063923 Testing testing data. 0.068192 round 47 train_error: 0.20114 test_error: 0.20825 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0639227554. Bit fail 63212. Epochs 10. Current error: 0.0638803020. Bit fail 63214. Testing training data. 0.063879 Testing testing data. 0.068147 round 48 train_error: 0.20096 test_error: 0.20804 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0638792068. Bit fail 63221. Epochs 10. Current error: 0.0638456196. Bit fail 63216. Testing training data. 0.063857 Testing testing data. 0.068271 round 49 train_error: 0.20106 test_error: 0.20831 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0638571978. Bit fail 63210. Epochs 10. Current error: 0.0638212487. Bit fail 63217. Testing training data. 0.063811 Testing testing data. 0.068018 round 50 train_error: 0.20073 test_error: 0.20773 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0638113692. Bit fail 63207. Epochs 10. Current error: 0.0637864023. Bit fail 63212. Testing training data. 0.063791 Testing testing data. 0.068116 round 51 train_error: 0.20083 test_error: 0.20800 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0637910590. Bit fail 63201. Epochs 10. Current error: 0.0637497827. Bit fail 63213. Testing training data. 0.063752 Testing testing data. 0.068035 round 52 train_error: 0.20069 test_error: 0.20782 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0637524799. Bit fail 63195. Epochs 10. Current error: 0.0637295917. Bit fail 63209. Testing training data. 0.063738 Testing testing data. 0.068122 round 53 train_error: 0.20070 test_error: 0.20793 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0637383536. Bit fail 63204. Epochs 10. Current error: 0.0637064651. Bit fail 63209. Testing training data. 0.063709 Testing testing data. 0.068029 round 54 train_error: 0.20053 test_error: 0.20767 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0637092963. Bit fail 63216. Epochs 10. Current error: 0.0636814684. Bit fail 63209. Testing training data. 0.063665 Testing testing data. 0.067945 round 55 train_error: 0.20020 test_error: 0.20726 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0636649653. Bit fail 63198. Epochs 10. Current error: 0.0636401549. Bit fail 63199. Testing training data. 0.063646 Testing testing data. 0.068031 round 56 train_error: 0.20013 test_error: 0.20726 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0636459664. Bit fail 63193. Epochs 10. Current error: 0.0636268035. Bit fail 63185. Testing training data. 0.063621 Testing testing data. 0.067986 round 57 train_error: 0.19997 test_error: 0.20708 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0636206642. Bit fail 63178. Epochs 10. Current error: 0.0636027306. Bit fail 63194. Testing training data. 0.063599 Testing testing data. 0.067658 round 58 train_error: 0.19978 test_error: 0.20655 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0635985434. Bit fail 63199. Epochs 10. Current error: 0.0636074916. Bit fail 63190. Testing training data. 0.063597 Testing testing data. 0.067921 round 59 train_error: 0.19995 test_error: 0.20701 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0635968745. Bit fail 63198. Epochs 10. Current error: 0.0635885149. Bit fail 63215. Testing training data. 0.063593 Testing testing data. 0.067933 round 60 train_error: 0.20012 test_error: 0.20720 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0635927990. Bit fail 63204. Epochs 10. Current error: 0.0635686442. Bit fail 63198. Testing training data. 0.063583 Testing testing data. 0.068012 round 61 train_error: 0.20018 test_error: 0.20737 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0635827929. Bit fail 63209. Epochs 10. Current error: 0.0635711998. Bit fail 63192. Testing training data. 0.063559 Testing testing data. 0.067873 round 62 train_error: 0.19990 test_error: 0.20694 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0635592118. Bit fail 63192. Epochs 10. Current error: 0.0635567382. Bit fail 63187. Testing training data. 0.063561 Testing testing data. 0.068041 round 63 train_error: 0.20010 test_error: 0.20739 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0635608509. Bit fail 63191. Epochs 10. Current error: 0.0635410473. Bit fail 63182. Testing training data. 0.063550 Testing testing data. 0.068022 round 64 train_error: 0.20011 test_error: 0.20740 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0635504350. Bit fail 63196. Epochs 10. Current error: 0.0635263398. Bit fail 63193. Testing training data. 0.063532 Testing testing data. 0.067976 round 65 train_error: 0.19991 test_error: 0.20712 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0635320693. Bit fail 63187. Epochs 10. Current error: 0.0635271743. Bit fail 63189. Testing training data. 0.063517 Testing testing data. 0.067866 round 66 train_error: 0.19975 test_error: 0.20685 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0635168478. Bit fail 63193. Epochs 10. Current error: 0.0635242388. Bit fail 63192. Testing training data. 0.063517 Testing testing data. 0.067981 round 67 train_error: 0.19992 test_error: 0.20715 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0635172799. Bit fail 63188. Epochs 10. Current error: 0.0635133237. Bit fail 63186. Testing training data. 0.063502 Testing testing data. 0.067945 round 68 train_error: 0.19972 test_error: 0.20691 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0635016784. Bit fail 63192. Epochs 10. Current error: 0.0634996146. Bit fail 63186. Testing training data. 0.063502 Testing testing data. 0.068015 round 69 train_error: 0.19982 test_error: 0.20709 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0635022148. Bit fail 63177. Epochs 10. Current error: 0.0634940192. Bit fail 63190. Testing training data. 0.063488 Testing testing data. 0.067996 round 70 train_error: 0.19975 test_error: 0.20705 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634883866. Bit fail 63188. Epochs 10. Current error: 0.0634758398. Bit fail 63193. Testing training data. 0.063488 Testing testing data. 0.068170 round 71 train_error: 0.19996 test_error: 0.20744 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634881109. Bit fail 63181. Epochs 10. Current error: 0.0634791031. Bit fail 63198. Testing training data. 0.063472 Testing testing data. 0.068123 round 72 train_error: 0.19978 test_error: 0.20721 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634715259. Bit fail 63192. Epochs 10. Current error: 0.0634685680. Bit fail 63195. Testing training data. 0.063470 Testing testing data. 0.068084 round 73 train_error: 0.19981 test_error: 0.20721 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634701848. Bit fail 63203. Epochs 10. Current error: 0.0634533912. Bit fail 63202. Testing training data. 0.063455 Testing testing data. 0.068049 round 74 train_error: 0.19962 test_error: 0.20700 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634548739. Bit fail 63198. Epochs 10. Current error: 0.0634556264. Bit fail 63195. Testing training data. 0.063459 Testing testing data. 0.068120 round 75 train_error: 0.19978 test_error: 0.20725 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634588376. Bit fail 63191. Epochs 10. Current error: 0.0634522289. Bit fail 63196. Testing training data. 0.063464 Testing testing data. 0.068143 round 76 train_error: 0.19994 test_error: 0.20744 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634641871. Bit fail 63193. Epochs 10. Current error: 0.0634421110. Bit fail 63204. Testing training data. 0.063456 Testing testing data. 0.068201 round 77 train_error: 0.19984 test_error: 0.20739 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634561703. Bit fail 63196. Epochs 10. Current error: 0.0634410977. Bit fail 63199. Testing training data. 0.063445 Testing testing data. 0.068116 round 78 train_error: 0.19971 test_error: 0.20717 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634453446. Bit fail 63192. Epochs 10. Current error: 0.0634458438. Bit fail 63199. Testing training data. 0.063440 Testing testing data. 0.068079 round 79 train_error: 0.19966 test_error: 0.20707 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634401217. Bit fail 63201. Epochs 10. Current error: 0.0634453148. Bit fail 63206. Testing training data. 0.063437 Testing testing data. 0.068063 round 80 train_error: 0.19963 test_error: 0.20702 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634365156. Bit fail 63214. Epochs 10. Current error: 0.0634394661. Bit fail 63213. Testing training data. 0.063432 Testing testing data. 0.068094 round 81 train_error: 0.19960 test_error: 0.20703 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634319261. Bit fail 63203. Epochs 10. Current error: 0.0634341314. Bit fail 63208. Testing training data. 0.063427 Testing testing data. 0.068035 round 82 train_error: 0.19957 test_error: 0.20695 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634265766. Bit fail 63195. Epochs 10. Current error: 0.0634327158. Bit fail 63216. Testing training data. 0.063418 Testing testing data. 0.068034 round 83 train_error: 0.19950 test_error: 0.20687 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634183139. Bit fail 63201. Epochs 10. Current error: 0.0634285882. Bit fail 63206. Testing training data. 0.063421 Testing testing data. 0.068112 round 84 train_error: 0.19959 test_error: 0.20706 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634210929. Bit fail 63208. Epochs 10. Current error: 0.0634262934. Bit fail 63215. Testing training data. 0.063418 Testing testing data. 0.068089 round 85 train_error: 0.19958 test_error: 0.20702 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634183511. Bit fail 63206. Epochs 10. Current error: 0.0634220839. Bit fail 63207. Testing training data. 0.063416 Testing testing data. 0.068108 round 86 train_error: 0.19958 test_error: 0.20706 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634158328. Bit fail 63200. Epochs 10. Current error: 0.0634190962. Bit fail 63204. Testing training data. 0.063412 Testing testing data. 0.068132 round 87 train_error: 0.19959 test_error: 0.20709 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634124875. Bit fail 63201. Epochs 10. Current error: 0.0634163320. Bit fail 63199. Testing training data. 0.063404 Testing testing data. 0.068072 round 88 train_error: 0.19947 test_error: 0.20692 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634043664. Bit fail 63200. Epochs 10. Current error: 0.0634095892. Bit fail 63202. Testing training data. 0.063415 Testing testing data. 0.068180 round 89 train_error: 0.19972 test_error: 0.20728 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634148344. Bit fail 63205. Epochs 10. Current error: 0.0634045228. Bit fail 63204. Testing training data. 0.063410 Testing testing data. 0.068156 round 90 train_error: 0.19967 test_error: 0.20719 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634097978. Bit fail 63204. Epochs 10. Current error: 0.0633987859. Bit fail 63202. Testing training data. 0.063406 Testing testing data. 0.068186 round 91 train_error: 0.19967 test_error: 0.20723 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634062886. Bit fail 63202. Epochs 10. Current error: 0.0634018630. Bit fail 63210. Testing training data. 0.063395 Testing testing data. 0.068144 round 92 train_error: 0.19951 test_error: 0.20703 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0633951575. Bit fail 63206. Epochs 10. Current error: 0.0633993298. Bit fail 63215. Testing training data. 0.063392 Testing testing data. 0.068156 round 93 train_error: 0.19950 test_error: 0.20704 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0633924827. Bit fail 63211. Epochs 10. Current error: 0.0633952394. Bit fail 63213. Testing training data. 0.063385 Testing testing data. 0.068066 round 94 train_error: 0.19942 test_error: 0.20686 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0633851737. Bit fail 63194. Epochs 10. Current error: 0.0633828565. Bit fail 63203. Testing training data. 0.063377 Testing testing data. 0.067972 round 95 train_error: 0.19928 test_error: 0.20663 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0633770451. Bit fail 63206. Epochs 10. Current error: 0.0633868128. Bit fail 63206. Testing training data. 0.063400 Testing testing data. 0.068278 round 96 train_error: 0.19975 test_error: 0.20742 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0634000674. Bit fail 63212. Epochs 10. Current error: 0.0633776188. Bit fail 63206. Testing training data. 0.063391 Testing testing data. 0.068273 round 97 train_error: 0.19959 test_error: 0.20725 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0633905753. Bit fail 63213. Epochs 10. Current error: 0.0633812472. Bit fail 63205. Testing training data. 0.063387 Testing testing data. 0.068209 round 98 train_error: 0.19956 test_error: 0.20716 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0633867756. Bit fail 63206. Epochs 10. Current error: 0.0633848533. Bit fail 63209. Testing training data. 0.063377 Testing testing data. 0.068135 round 99 train_error: 0.19945 test_error: 0.20697 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0633774102. Bit fail 63198. Epochs 10. Current error: 0.0633799508. Bit fail 63198. Testing training data. 0.063385 Testing testing data. 0.068283 round 100 train_error: 0.19964 test_error: 0.20731 Cleaning up.