Parameters: training_file: /home/ihuang/scr_prediction/results/L-PSSM-PBL_FRC-PBL_CSV-PSIPRED-RSAPRED/nnetwork/training_set.nn testing_file: /home/ihuang/scr_prediction/results/L-PSSM-PBL_FRC-PBL_CSV-PSIPRED-RSAPRED/nnetwork/monitoring_set.nn num_input: 364 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: 0.1476137340. Bit fail 63639. Epochs 10. Current error: 0.0900290310. Bit fail 64012. Testing training data. 0.088199 Testing testing data. 0.075755 round 1 train_error: 0.24386 test_error: 0.22962 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0881993547. Bit fail 63406. Epochs 10. Current error: 0.0669257641. Bit fail 63351. Testing training data. 0.066589 Testing testing data. 0.067326 round 2 train_error: 0.20894 test_error: 0.21261 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0665888339. Bit fail 63298. Epochs 10. Current error: 0.0647231489. Bit fail 63295. Testing training data. 0.064652 Testing testing data. 0.066829 round 3 train_error: 0.20129 test_error: 0.20592 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0646520853. Bit fail 63295. Epochs 10. Current error: 0.0638364851. Bit fail 63297. Testing training data. 0.063756 Testing testing data. 0.065613 round 4 train_error: 0.19968 test_error: 0.20396 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0637557209. Bit fail 63274. Epochs 10. Current error: 0.0632075444. Bit fail 63178. Testing training data. 0.063145 Testing testing data. 0.065863 round 5 train_error: 0.19847 test_error: 0.20360 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0631452203. Bit fail 63180. Epochs 10. Current error: 0.0625220165. Bit fail 63232. Testing training data. 0.062440 Testing testing data. 0.065375 round 6 train_error: 0.19614 test_error: 0.20149 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0624397993. Bit fail 63253. Epochs 10. Current error: 0.0621237084. Bit fail 63296. Testing training data. 0.062068 Testing testing data. 0.065906 round 7 train_error: 0.19624 test_error: 0.20284 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0620684437. Bit fail 63304. Epochs 10. Current error: 0.0617860220. Bit fail 63253. Testing training data. 0.061781 Testing testing data. 0.066167 round 8 train_error: 0.19561 test_error: 0.20273 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0617806762. Bit fail 63244. Epochs 10. Current error: 0.0615214929. Bit fail 63201. Testing training data. 0.061491 Testing testing data. 0.065756 round 9 train_error: 0.19437 test_error: 0.20112 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0614914857. Bit fail 63200. Epochs 10. Current error: 0.0615259781. Bit fail 63186. Testing training data. 0.061676 Testing testing data. 0.066008 round 10 train_error: 0.19476 test_error: 0.20138 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0616758242. Bit fail 63169. Epochs 10. Current error: 0.0646794960. Bit fail 62497. Testing training data. 0.064553 Testing testing data. 0.069226 round 11 train_error: 0.19681 test_error: 0.20315 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0645526946. Bit fail 62528. Epochs 10. Current error: 0.0702109262. Bit fail 63171. Testing training data. 0.067190 Testing testing data. 0.074761 round 12 train_error: 0.19948 test_error: 0.20854 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0671895146. Bit fail 63166. Epochs 10. Current error: 0.0611834563. Bit fail 63144. Testing training data. 0.061422 Testing testing data. 0.065521 round 13 train_error: 0.19368 test_error: 0.19955 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0614223816. Bit fail 63130. Epochs 10. Current error: 0.0609746501. Bit fail 63125. Testing training data. 0.060966 Testing testing data. 0.065619 round 14 train_error: 0.19378 test_error: 0.20048 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0609658547. Bit fail 63133. Epochs 10. Current error: 0.0611467026. Bit fail 63126. Testing training data. 0.061114 Testing testing data. 0.065318 round 15 train_error: 0.19342 test_error: 0.19960 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0611143894. Bit fail 63115. Epochs 10. Current error: 0.0607754961. Bit fail 63147. Testing training data. 0.060744 Testing testing data. 0.065388 round 16 train_error: 0.19294 test_error: 0.19948 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0607442632. Bit fail 63142. Epochs 10. Current error: 0.0606441200. Bit fail 63131. Testing training data. 0.060640 Testing testing data. 0.065600 round 17 train_error: 0.19297 test_error: 0.20008 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0606400818. Bit fail 63126. Epochs 10. Current error: 0.0605918504. Bit fail 63112. Testing training data. 0.060602 Testing testing data. 0.065327 round 18 train_error: 0.19269 test_error: 0.19951 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0606015734. Bit fail 63114. Epochs 10. Current error: 0.0605549403. Bit fail 63129. Testing training data. 0.060543 Testing testing data. 0.065314 round 19 train_error: 0.19291 test_error: 0.20000 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0605428591. Bit fail 63104. Epochs 10. Current error: 0.0604381114. Bit fail 63121. Testing training data. 0.060443 Testing testing data. 0.065496 round 20 train_error: 0.19276 test_error: 0.20023 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0604428537. Bit fail 63112. Epochs 10. Current error: 0.0604029298. Bit fail 63150. Testing training data. 0.060413 Testing testing data. 0.065338 round 21 train_error: 0.19264 test_error: 0.19987 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0604125597. Bit fail 63139. Epochs 10. Current error: 0.0603731573. Bit fail 63120. Testing training data. 0.060383 Testing testing data. 0.065292 round 22 train_error: 0.19264 test_error: 0.19987 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0603833459. Bit fail 63127. Epochs 10. Current error: 0.0603146441. Bit fail 63087. Testing training data. 0.060382 Testing testing data. 0.066002 round 23 train_error: 0.19309 test_error: 0.20126 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0603817329. Bit fail 63123. Epochs 10. Current error: 0.0603033975. Bit fail 63108. Testing training data. 0.060297 Testing testing data. 0.065343 round 24 train_error: 0.19217 test_error: 0.19952 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0602967180. Bit fail 63110. Epochs 10. Current error: 0.0602865070. Bit fail 63130. Testing training data. 0.060276 Testing testing data. 0.065454 round 25 train_error: 0.19232 test_error: 0.19987 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0602760836. Bit fail 63134. Epochs 10. Current error: 0.0602196902. Bit fail 63148. Testing training data. 0.060226 Testing testing data. 0.065621 round 26 train_error: 0.19227 test_error: 0.20006 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0602257326. Bit fail 63134. Epochs 10. Current error: 0.0603710897. Bit fail 63127. Testing training data. 0.060371 Testing testing data. 0.065821 round 27 train_error: 0.19246 test_error: 0.20042 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0603708178. Bit fail 63138. Epochs 10. Current error: 0.0601343103. Bit fail 63182. Testing training data. 0.060169 Testing testing data. 0.065353 round 28 train_error: 0.19175 test_error: 0.19926 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0601687394. Bit fail 63155. Epochs 10. Current error: 0.0600924902. Bit fail 63151. Testing training data. 0.060086 Testing testing data. 0.065473 round 29 train_error: 0.19191 test_error: 0.19960 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0600864142. Bit fail 63151. Epochs 10. Current error: 0.0600410178. Bit fail 63140. Testing training data. 0.060040 Testing testing data. 0.065447 round 30 train_error: 0.19189 test_error: 0.19973 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0600397550. Bit fail 63141. Epochs 10. Current error: 0.0600037202. Bit fail 63133. Testing training data. 0.060014 Testing testing data. 0.065486 round 31 train_error: 0.19182 test_error: 0.19974 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0600142702. Bit fail 63129. Epochs 10. Current error: 0.0599923097. Bit fail 63114. Testing training data. 0.059991 Testing testing data. 0.065261 round 32 train_error: 0.19168 test_error: 0.19923 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0599912032. Bit fail 63123. Epochs 10. Current error: 0.0599679612. Bit fail 63140. Testing training data. 0.060062 Testing testing data. 0.065609 round 33 train_error: 0.19213 test_error: 0.20042 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0600624792. Bit fail 63147. Epochs 10. Current error: 0.0599131621. Bit fail 63146. Testing training data. 0.059902 Testing testing data. 0.065561 round 34 train_error: 0.19153 test_error: 0.19992 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0599015690. Bit fail 63150. Epochs 10. Current error: 0.0598785095. Bit fail 63187. Testing training data. 0.059875 Testing testing data. 0.065713 round 35 train_error: 0.19154 test_error: 0.20014 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0598748773. Bit fail 63180. Epochs 10. Current error: 0.0598274618. Bit fail 63157. Testing training data. 0.059812 Testing testing data. 0.065460 round 36 train_error: 0.19115 test_error: 0.19943 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0598124191. Bit fail 63145. Epochs 10. Current error: 0.0598222241. Bit fail 63123. Testing training data. 0.059894 Testing testing data. 0.065629 round 37 train_error: 0.19141 test_error: 0.19975 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0598938949. Bit fail 63111. Epochs 10. Current error: 0.0598123148. Bit fail 63125. Testing training data. 0.059814 Testing testing data. 0.065816 round 38 train_error: 0.19144 test_error: 0.20019 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0598138832. Bit fail 63102. Epochs 10. Current error: 0.0597729273. Bit fail 63104. Testing training data. 0.059775 Testing testing data. 0.065888 round 39 train_error: 0.19121 test_error: 0.20017 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597752891. Bit fail 63110. Epochs 10. Current error: 0.0597554334. Bit fail 63106. Testing training data. 0.059751 Testing testing data. 0.065882 round 40 train_error: 0.19123 test_error: 0.20021 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597513542. Bit fail 63108. Epochs 10. Current error: 0.0597000383. Bit fail 63148. Testing training data. 0.059682 Testing testing data. 0.065812 round 41 train_error: 0.19068 test_error: 0.19976 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596823581. Bit fail 63124. Epochs 10. Current error: 0.0596684702. Bit fail 63130. Testing training data. 0.059654 Testing testing data. 0.065897 round 42 train_error: 0.19091 test_error: 0.19995 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596541055. Bit fail 63125. Epochs 10. Current error: 0.0596257336. Bit fail 63124. Testing training data. 0.059623 Testing testing data. 0.066032 round 43 train_error: 0.19095 test_error: 0.20022 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596228018. Bit fail 63130. Epochs 10. Current error: 0.0596001223. Bit fail 63133. Testing training data. 0.059606 Testing testing data. 0.066257 round 44 train_error: 0.19099 test_error: 0.20053 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596064255. Bit fail 63113. Epochs 10. Current error: 0.0595450997. Bit fail 63135. Testing training data. 0.059542 Testing testing data. 0.066133 round 45 train_error: 0.19071 test_error: 0.20003 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595416203. Bit fail 63135. Epochs 10. Current error: 0.0595245697. Bit fail 63147. Testing training data. 0.059520 Testing testing data. 0.066146 round 46 train_error: 0.19068 test_error: 0.20006 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595197752. Bit fail 63143. Epochs 10. Current error: 0.0595123544. Bit fail 63129. Testing training data. 0.059499 Testing testing data. 0.066014 round 47 train_error: 0.19055 test_error: 0.19967 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0594988428. Bit fail 63127. Epochs 10. Current error: 0.0596467592. Bit fail 63096. Testing training data. 0.059540 Testing testing data. 0.066238 round 48 train_error: 0.19071 test_error: 0.20018 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595401675. Bit fail 63115. Epochs 10. Current error: 0.0594776347. Bit fail 63104. Testing training data. 0.059496 Testing testing data. 0.065970 round 49 train_error: 0.19057 test_error: 0.19980 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0594963059. Bit fail 63114. Epochs 10. Current error: 0.0595547520. Bit fail 63099. Testing training data. 0.059493 Testing testing data. 0.065982 round 50 train_error: 0.19072 test_error: 0.19992 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0594930612. Bit fail 63090. Epochs 10. Current error: 0.0595000051. Bit fail 63118. Testing training data. 0.059495 Testing testing data. 0.065791 round 51 train_error: 0.19069 test_error: 0.19972 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0594949313. Bit fail 63105. Epochs 10. Current error: 0.0595079362. Bit fail 63070. Testing training data. 0.059495 Testing testing data. 0.065579 round 52 train_error: 0.19054 test_error: 0.19937 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0594949089. Bit fail 63096. Epochs 10. Current error: 0.0594997704. Bit fail 63075. Testing training data. 0.059517 Testing testing data. 0.065537 round 53 train_error: 0.19068 test_error: 0.19958 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595172904. Bit fail 63075. Epochs 10. Current error: 0.0595622882. Bit fail 63091. Testing training data. 0.059557 Testing testing data. 0.065290 round 54 train_error: 0.19074 test_error: 0.19929 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595569797. Bit fail 63105. Epochs 10. Current error: 0.0596027747. Bit fail 63096. Testing training data. 0.059609 Testing testing data. 0.065266 round 55 train_error: 0.19080 test_error: 0.19919 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596092269. Bit fail 63083. Epochs 10. Current error: 0.0596344434. Bit fail 63136. Testing training data. 0.059623 Testing testing data. 0.065369 round 56 train_error: 0.19090 test_error: 0.19948 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596226677. Bit fail 63125. Epochs 10. Current error: 0.0596499369. Bit fail 63136. Testing training data. 0.059655 Testing testing data. 0.065332 round 57 train_error: 0.19101 test_error: 0.19932 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596552603. Bit fail 63140. Epochs 10. Current error: 0.0596871637. Bit fail 63120. Testing training data. 0.059678 Testing testing data. 0.065103 round 58 train_error: 0.19084 test_error: 0.19859 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596780814. Bit fail 63134. Epochs 10. Current error: 0.0596675165. Bit fail 63163. Testing training data. 0.059671 Testing testing data. 0.065246 round 59 train_error: 0.19104 test_error: 0.19885 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596712157. Bit fail 63160. Epochs 10. Current error: 0.0596627966. Bit fail 63170. Testing training data. 0.059665 Testing testing data. 0.065270 round 60 train_error: 0.19097 test_error: 0.19889 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596654378. Bit fail 63175. Epochs 10. Current error: 0.0596676730. Bit fail 63182. Testing training data. 0.059650 Testing testing data. 0.065196 round 61 train_error: 0.19088 test_error: 0.19873 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596503578. Bit fail 63185. Epochs 10. Current error: 0.0596205108. Bit fail 63182. Testing training data. 0.059619 Testing testing data. 0.065286 round 62 train_error: 0.19071 test_error: 0.19880 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596187301. Bit fail 63167. Epochs 10. Current error: 0.0595773160. Bit fail 63167. Testing training data. 0.059582 Testing testing data. 0.065241 round 63 train_error: 0.19069 test_error: 0.19891 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595816933. Bit fail 63171. Epochs 10. Current error: 0.0596003011. Bit fail 63160. Testing training data. 0.059594 Testing testing data. 0.065267 round 64 train_error: 0.19076 test_error: 0.19894 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595938638. Bit fail 63172. Epochs 10. Current error: 0.0597317256. Bit fail 63188. Testing training data. 0.059623 Testing testing data. 0.065262 round 65 train_error: 0.19085 test_error: 0.19916 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596226715. Bit fail 63190. Epochs 10. Current error: 0.0596768782. Bit fail 63137. Testing training data. 0.059665 Testing testing data. 0.065332 round 66 train_error: 0.19108 test_error: 0.19935 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596653558. Bit fail 63141. Epochs 10. Current error: 0.0596671738. Bit fail 63171. Testing training data. 0.059661 Testing testing data. 0.065288 round 67 train_error: 0.19105 test_error: 0.19904 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596609488. Bit fail 63172. Epochs 10. Current error: 0.0596979894. Bit fail 63157. Testing training data. 0.059698 Testing testing data. 0.065299 round 68 train_error: 0.19101 test_error: 0.19889 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596984476. Bit fail 63167. Epochs 10. Current error: 0.0597231425. Bit fail 63185. Testing training data. 0.059726 Testing testing data. 0.065203 round 69 train_error: 0.19097 test_error: 0.19857 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597255267. Bit fail 63162. Epochs 10. Current error: 0.0596784912. Bit fail 63135. Testing training data. 0.059686 Testing testing data. 0.065319 round 70 train_error: 0.19106 test_error: 0.19898 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596860163. Bit fail 63126. Epochs 10. Current error: 0.0596729144. Bit fail 63162. Testing training data. 0.059681 Testing testing data. 0.065332 round 71 train_error: 0.19122 test_error: 0.19927 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596814267. Bit fail 63171. Epochs 10. Current error: 0.0596523732. Bit fail 63157. Testing training data. 0.059652 Testing testing data. 0.065118 round 72 train_error: 0.19096 test_error: 0.19867 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596522503. Bit fail 63146. Epochs 10. Current error: 0.0596718900. Bit fail 63146. Testing training data. 0.059675 Testing testing data. 0.065040 round 73 train_error: 0.19087 test_error: 0.19829 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596752428. Bit fail 63146. Epochs 10. Current error: 0.0597031340. Bit fail 63125. Testing training data. 0.059707 Testing testing data. 0.065061 round 74 train_error: 0.19102 test_error: 0.19833 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597068667. Bit fail 63130. Epochs 10. Current error: 0.0597290397. Bit fail 63126. Testing training data. 0.059725 Testing testing data. 0.064935 round 75 train_error: 0.19096 test_error: 0.19791 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597253293. Bit fail 63132. Epochs 10. Current error: 0.0597250871. Bit fail 63120. Testing training data. 0.059728 Testing testing data. 0.065102 round 76 train_error: 0.19107 test_error: 0.19824 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597275980. Bit fail 63138. Epochs 10. Current error: 0.0597453527. Bit fail 63106. Testing training data. 0.059746 Testing testing data. 0.065023 round 77 train_error: 0.19109 test_error: 0.19814 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597462319. Bit fail 63111. Epochs 10. Current error: 0.0597735867. Bit fail 63125. Testing training data. 0.059770 Testing testing data. 0.065079 round 78 train_error: 0.19127 test_error: 0.19840 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597697161. Bit fail 63124. Epochs 10. Current error: 0.0598225333. Bit fail 63090. Testing training data. 0.059817 Testing testing data. 0.065070 round 79 train_error: 0.19125 test_error: 0.19816 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0598166063. Bit fail 63097. Epochs 10. Current error: 0.0597511269. Bit fail 63087. Testing training data. 0.059758 Testing testing data. 0.064853 round 80 train_error: 0.19105 test_error: 0.19775 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597576424. Bit fail 63094. Epochs 10. Current error: 0.0597423874. Bit fail 63122. Testing training data. 0.059759 Testing testing data. 0.065083 round 81 train_error: 0.19105 test_error: 0.19815 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597588792. Bit fail 63116. Epochs 10. Current error: 0.0596659034. Bit fail 63117. Testing training data. 0.059654 Testing testing data. 0.064977 round 82 train_error: 0.19061 test_error: 0.19761 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596537329. Bit fail 63114. Epochs 10. Current error: 0.0596349649. Bit fail 63124. Testing training data. 0.059640 Testing testing data. 0.065110 round 83 train_error: 0.19083 test_error: 0.19810 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596397333. Bit fail 63108. Epochs 10. Current error: 0.0596093349. Bit fail 63102. Testing training data. 0.059597 Testing testing data. 0.065167 round 84 train_error: 0.19075 test_error: 0.19822 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595966913. Bit fail 63094. Epochs 10. Current error: 0.0595676266. Bit fail 63100. Testing training data. 0.059566 Testing testing data. 0.065231 round 85 train_error: 0.19063 test_error: 0.19820 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595662966. Bit fail 63112. Epochs 10. Current error: 0.0595617518. Bit fail 63129. Testing training data. 0.059588 Testing testing data. 0.065163 round 86 train_error: 0.19063 test_error: 0.19807 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595882423. Bit fail 63139. Epochs 10. Current error: 0.0596117340. Bit fail 63096. Testing training data. 0.059599 Testing testing data. 0.064996 round 87 train_error: 0.19052 test_error: 0.19756 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595985465. Bit fail 63103. Epochs 10. Current error: 0.0595987141. Bit fail 63075. Testing training data. 0.059601 Testing testing data. 0.065099 round 88 train_error: 0.19078 test_error: 0.19803 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596010052. Bit fail 63089. Epochs 10. Current error: 0.0596015193. Bit fail 63094. Testing training data. 0.059609 Testing testing data. 0.065222 round 89 train_error: 0.19087 test_error: 0.19833 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596092343. Bit fail 63098. Epochs 10. Current error: 0.0596519783. Bit fail 63097. Testing training data. 0.059581 Testing testing data. 0.065009 round 90 train_error: 0.19042 test_error: 0.19753 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595807247. Bit fail 63092. Epochs 10. Current error: 0.0596062616. Bit fail 63112. Testing training data. 0.059606 Testing testing data. 0.065125 round 91 train_error: 0.19074 test_error: 0.19807 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596060269. Bit fail 63117. Epochs 10. Current error: 0.0596323349. Bit fail 63107. Testing training data. 0.059613 Testing testing data. 0.065092 round 92 train_error: 0.19074 test_error: 0.19798 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596125573. Bit fail 63105. Epochs 10. Current error: 0.0595886894. Bit fail 63108. Testing training data. 0.059592 Testing testing data. 0.065331 round 93 train_error: 0.19073 test_error: 0.19836 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595924072. Bit fail 63102. Epochs 10. Current error: 0.0595462769. Bit fail 63126. Testing training data. 0.059553 Testing testing data. 0.065367 round 94 train_error: 0.19064 test_error: 0.19838 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595534667. Bit fail 63139. Epochs 10. Current error: 0.0595292412. Bit fail 63108. Testing training data. 0.059576 Testing testing data. 0.065198 round 95 train_error: 0.19039 test_error: 0.19783 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595756210. Bit fail 63124. Epochs 10. Current error: 0.0595367663. Bit fail 63121. Testing training data. 0.059539 Testing testing data. 0.065014 round 96 train_error: 0.19046 test_error: 0.19768 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595389456. Bit fail 63119. Epochs 10. Current error: 0.0595462024. Bit fail 63109. Testing training data. 0.059552 Testing testing data. 0.065077 round 97 train_error: 0.19057 test_error: 0.19786 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595524572. Bit fail 63111. Epochs 10. Current error: 0.0595431291. Bit fail 63108. Testing training data. 0.059542 Testing testing data. 0.065147 round 98 train_error: 0.19055 test_error: 0.19787 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595423728. Bit fail 63109. Epochs 10. Current error: 0.0595319085. Bit fail 63091. Testing training data. 0.059530 Testing testing data. 0.065077 round 99 train_error: 0.19040 test_error: 0.19763 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595296100. Bit fail 63090. Epochs 10. Current error: 0.0595219731. Bit fail 63099. Testing training data. 0.059520 Testing testing data. 0.065109 round 100 train_error: 0.19045 test_error: 0.19771 Cleaning up.