Parameters: training_file: /home/ihuang/scr_prediction/results/L-SS-RSA-CB14/nnetwork/training_set.nn testing_file: /home/ihuang/scr_prediction/results/L-SS-RSA-CB14/nnetwork/monitoring_set.nn num_input: 91 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: 0.1444019377. Bit fail 63564. Epochs 10. Current error: 0.0810611397. Bit fail 63703. Testing training data. 0.075931 Testing testing data. 0.075222 round 1 train_error: 0.23358 test_error: 0.23540 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0759307295. Bit fail 63593. Epochs 10. Current error: 0.0681238770. Bit fail 63375. Testing training data. 0.066946 Testing testing data. 0.071638 round 2 train_error: 0.20504 test_error: 0.21208 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0669459254. Bit fail 63335. Epochs 10. Current error: 0.0638376847. Bit fail 63220. Testing training data. 0.063603 Testing testing data. 0.068623 round 3 train_error: 0.19775 test_error: 0.20588 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0636025816. Bit fail 63168. Epochs 10. Current error: 0.0630656034. Bit fail 63230. Testing training data. 0.062953 Testing testing data. 0.069518 round 4 train_error: 0.19732 test_error: 0.20713 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0629526302. Bit fail 63221. Epochs 10. Current error: 0.0624162480. Bit fail 63245. Testing training data. 0.062349 Testing testing data. 0.069644 round 5 train_error: 0.19658 test_error: 0.20712 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0623493306. Bit fail 63280. Epochs 10. Current error: 0.0619266480. Bit fail 63266. Testing training data. 0.061861 Testing testing data. 0.069070 round 6 train_error: 0.19498 test_error: 0.20546 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0618605167. Bit fail 63239. Epochs 10. Current error: 0.0614705868. Bit fail 63243. Testing training data. 0.061428 Testing testing data. 0.068210 round 7 train_error: 0.19345 test_error: 0.20405 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0614284538. Bit fail 63243. Epochs 10. Current error: 0.0612968057. Bit fail 63236. Testing training data. 0.061267 Testing testing data. 0.068389 round 8 train_error: 0.19415 test_error: 0.20544 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0612671599. Bit fail 63245. Epochs 10. Current error: 0.0610228404. Bit fail 63234. Testing training data. 0.060967 Testing testing data. 0.067800 round 9 train_error: 0.19297 test_error: 0.20440 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0609671138. Bit fail 63213. Epochs 10. Current error: 0.0607179999. Bit fail 63224. Testing training data. 0.060660 Testing testing data. 0.067191 round 10 train_error: 0.19164 test_error: 0.20279 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0606598705. Bit fail 63203. Epochs 10. Current error: 0.0604735315. Bit fail 63200. Testing training data. 0.060443 Testing testing data. 0.067268 round 11 train_error: 0.19157 test_error: 0.20318 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0604426675. Bit fail 63193. Epochs 10. Current error: 0.0603345484. Bit fail 63183. Testing training data. 0.060273 Testing testing data. 0.067322 round 12 train_error: 0.19163 test_error: 0.20348 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0602725893. Bit fail 63172. Epochs 10. Current error: 0.0601726249. Bit fail 63165. Testing training data. 0.060157 Testing testing data. 0.067107 round 13 train_error: 0.19128 test_error: 0.20311 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0601567328. Bit fail 63166. Epochs 10. Current error: 0.0600464083. Bit fail 63201. Testing training data. 0.060041 Testing testing data. 0.067147 round 14 train_error: 0.19095 test_error: 0.20306 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0600410961. Bit fail 63199. Epochs 10. Current error: 0.0599354133. Bit fail 63211. Testing training data. 0.059908 Testing testing data. 0.067079 round 15 train_error: 0.19044 test_error: 0.20262 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0599080324. Bit fail 63213. Epochs 10. Current error: 0.0597884804. Bit fail 63151. Testing training data. 0.059786 Testing testing data. 0.067118 round 16 train_error: 0.19017 test_error: 0.20269 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597864427. Bit fail 63156. Epochs 10. Current error: 0.0597041473. Bit fail 63136. Testing training data. 0.059696 Testing testing data. 0.067222 round 17 train_error: 0.19017 test_error: 0.20293 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596960708. Bit fail 63129. Epochs 10. Current error: 0.0596131012. Bit fail 63133. Testing training data. 0.059612 Testing testing data. 0.066658 round 18 train_error: 0.18954 test_error: 0.20165 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596115030. Bit fail 63116. Epochs 10. Current error: 0.0595795512. Bit fail 63166. Testing training data. 0.059571 Testing testing data. 0.067134 round 19 train_error: 0.19001 test_error: 0.20290 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595710166. Bit fail 63166. Epochs 10. Current error: 0.0595035180. Bit fail 63187. Testing training data. 0.059491 Testing testing data. 0.067060 round 20 train_error: 0.18971 test_error: 0.20254 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0594914258. Bit fail 63186. Epochs 10. Current error: 0.0593927540. Bit fail 63186. Testing training data. 0.059391 Testing testing data. 0.066994 round 21 train_error: 0.18923 test_error: 0.20207 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0593913049. Bit fail 63192. Epochs 10. Current error: 0.0593671352. Bit fail 63206. Testing training data. 0.059355 Testing testing data. 0.067097 round 22 train_error: 0.18918 test_error: 0.20229 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0593545921. Bit fail 63226. Epochs 10. Current error: 0.0592989363. Bit fail 63195. Testing training data. 0.059280 Testing testing data. 0.066991 round 23 train_error: 0.18881 test_error: 0.20194 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0592797585. Bit fail 63167. Epochs 10. Current error: 0.0592151918. Bit fail 63169. Testing training data. 0.059189 Testing testing data. 0.066912 round 24 train_error: 0.18859 test_error: 0.20179 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0591890700. Bit fail 63144. Epochs 10. Current error: 0.0591759086. Bit fail 63161. Testing training data. 0.059162 Testing testing data. 0.067042 round 25 train_error: 0.18865 test_error: 0.20210 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0591622368. Bit fail 63149. Epochs 10. Current error: 0.0591095425. Bit fail 63150. Testing training data. 0.059113 Testing testing data. 0.067106 round 26 train_error: 0.18870 test_error: 0.20229 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0591133535. Bit fail 63142. Epochs 10. Current error: 0.0590892993. Bit fail 63131. Testing training data. 0.059089 Testing testing data. 0.067085 round 27 train_error: 0.18853 test_error: 0.20215 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0590885542. Bit fail 63126. Epochs 10. Current error: 0.0590282120. Bit fail 63135. Testing training data. 0.059033 Testing testing data. 0.067225 round 28 train_error: 0.18855 test_error: 0.20251 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0590330623. Bit fail 63128. Epochs 10. Current error: 0.0590043105. Bit fail 63131. Testing training data. 0.059003 Testing testing data. 0.067129 round 29 train_error: 0.18824 test_error: 0.20210 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0590028241. Bit fail 63129. Epochs 10. Current error: 0.0589613058. Bit fail 63120. Testing training data. 0.058961 Testing testing data. 0.067254 round 30 train_error: 0.18829 test_error: 0.20241 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0589612201. Bit fail 63118. Epochs 10. Current error: 0.0589252152. Bit fail 63113. Testing training data. 0.058914 Testing testing data. 0.067191 round 31 train_error: 0.18801 test_error: 0.20209 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0589135177. Bit fail 63111. Epochs 10. Current error: 0.0588517003. Bit fail 63088. Testing training data. 0.058855 Testing testing data. 0.067311 round 32 train_error: 0.18800 test_error: 0.20240 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0588553995. Bit fail 63085. Epochs 10. Current error: 0.0588442236. Bit fail 63084. Testing training data. 0.058833 Testing testing data. 0.067310 round 33 train_error: 0.18785 test_error: 0.20231 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0588325895. Bit fail 63094. Epochs 10. Current error: 0.0588010810. Bit fail 63067. Testing training data. 0.058801 Testing testing data. 0.067395 round 34 train_error: 0.18788 test_error: 0.20250 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0588005036. Bit fail 63075. Epochs 10. Current error: 0.0587676540. Bit fail 63059. Testing training data. 0.058775 Testing testing data. 0.067422 round 35 train_error: 0.18784 test_error: 0.20255 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0587747954. Bit fail 63073. Epochs 10. Current error: 0.0587351061. Bit fail 63080. Testing training data. 0.058730 Testing testing data. 0.067215 round 36 train_error: 0.18772 test_error: 0.20215 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0587302782. Bit fail 63088. Epochs 10. Current error: 0.0586828142. Bit fail 63073. Testing training data. 0.058689 Testing testing data. 0.067128 round 37 train_error: 0.18743 test_error: 0.20178 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0586885922. Bit fail 63074. Epochs 10. Current error: 0.0586732402. Bit fail 63076. Testing training data. 0.058665 Testing testing data. 0.067175 round 38 train_error: 0.18751 test_error: 0.20195 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0586652122. Bit fail 63076. Epochs 10. Current error: 0.0585834645. Bit fail 63055. Testing training data. 0.058641 Testing testing data. 0.068031 round 39 train_error: 0.18796 test_error: 0.20361 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0586406328. Bit fail 63109. Epochs 10. Current error: 0.0585697703. Bit fail 63073. Testing training data. 0.058575 Testing testing data. 0.067474 round 40 train_error: 0.18729 test_error: 0.20225 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585745461. Bit fail 63070. Epochs 10. Current error: 0.0585409440. Bit fail 63084. Testing training data. 0.058539 Testing testing data. 0.067339 round 41 train_error: 0.18726 test_error: 0.20212 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585391037. Bit fail 63094. Epochs 10. Current error: 0.0584917963. Bit fail 63057. Testing training data. 0.058481 Testing testing data. 0.067287 round 42 train_error: 0.18705 test_error: 0.20193 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584808365. Bit fail 63066. Epochs 10. Current error: 0.0584040135. Bit fail 63005. Testing training data. 0.058465 Testing testing data. 0.068153 round 43 train_error: 0.18770 test_error: 0.20398 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584645346. Bit fail 63025. Epochs 10. Current error: 0.0584001392. Bit fail 63026. Testing training data. 0.058403 Testing testing data. 0.067573 round 44 train_error: 0.18699 test_error: 0.20252 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584034994. Bit fail 63036. Epochs 10. Current error: 0.0583842993. Bit fail 62999. Testing training data. 0.058381 Testing testing data. 0.067308 round 45 train_error: 0.18688 test_error: 0.20207 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0583814532. Bit fail 63004. Epochs 10. Current error: 0.0583614074. Bit fail 63008. Testing training data. 0.058364 Testing testing data. 0.067418 round 46 train_error: 0.18690 test_error: 0.20230 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0583644025. Bit fail 63028. Epochs 10. Current error: 0.0583244748. Bit fail 62999. Testing training data. 0.058323 Testing testing data. 0.067518 round 47 train_error: 0.18686 test_error: 0.20246 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0583230294. Bit fail 62996. Epochs 10. Current error: 0.0583092906. Bit fail 62988. Testing training data. 0.058301 Testing testing data. 0.067403 round 48 train_error: 0.18666 test_error: 0.20212 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0583007410. Bit fail 62994. Epochs 10. Current error: 0.0582829788. Bit fail 62993. Testing training data. 0.058274 Testing testing data. 0.067273 round 49 train_error: 0.18658 test_error: 0.20191 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0582740307. Bit fail 62986. Epochs 10. Current error: 0.0582486205. Bit fail 63007. Testing training data. 0.058245 Testing testing data. 0.067467 round 50 train_error: 0.18660 test_error: 0.20221 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0582451038. Bit fail 62999. Epochs 10. Current error: 0.0582112484. Bit fail 63011. Testing training data. 0.058214 Testing testing data. 0.067471 round 51 train_error: 0.18647 test_error: 0.20211 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0582136810. Bit fail 63002. Epochs 10. Current error: 0.0581906512. Bit fail 62996. Testing training data. 0.058180 Testing testing data. 0.067348 round 52 train_error: 0.18626 test_error: 0.20179 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0581802949. Bit fail 62994. Epochs 10. Current error: 0.0581632815. Bit fail 62988. Testing training data. 0.058160 Testing testing data. 0.067576 round 53 train_error: 0.18634 test_error: 0.20223 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0581604019. Bit fail 62990. Epochs 10. Current error: 0.0581386276. Bit fail 62979. Testing training data. 0.058153 Testing testing data. 0.067862 round 54 train_error: 0.18638 test_error: 0.20264 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0581532568. Bit fail 62992. Epochs 10. Current error: 0.0581383295. Bit fail 62994. Testing training data. 0.058136 Testing testing data. 0.067631 round 55 train_error: 0.18625 test_error: 0.20223 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0581358038. Bit fail 62989. Epochs 10. Current error: 0.0581617132. Bit fail 62949. Testing training data. 0.058119 Testing testing data. 0.067308 round 56 train_error: 0.18597 test_error: 0.20150 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0581186116. Bit fail 62974. Epochs 10. Current error: 0.0581102334. Bit fail 62983. Testing training data. 0.058111 Testing testing data. 0.067767 round 57 train_error: 0.18628 test_error: 0.20254 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0581106022. Bit fail 62995. Epochs 10. Current error: 0.0580960177. Bit fail 62999. Testing training data. 0.058097 Testing testing data. 0.067703 round 58 train_error: 0.18615 test_error: 0.20233 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0580973364. Bit fail 63004. Epochs 10. Current error: 0.0580750033. Bit fail 62997. Testing training data. 0.058084 Testing testing data. 0.067900 round 59 train_error: 0.18631 test_error: 0.20282 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0580839515. Bit fail 62997. Epochs 10. Current error: 0.0580538400. Bit fail 62982. Testing training data. 0.058065 Testing testing data. 0.067937 round 60 train_error: 0.18632 test_error: 0.20296 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0580649972. Bit fail 62979. Epochs 10. Current error: 0.0580421574. Bit fail 62969. Testing training data. 0.058036 Testing testing data. 0.067700 round 61 train_error: 0.18600 test_error: 0.20235 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0580364056. Bit fail 62972. Epochs 10. Current error: 0.0580059588. Bit fail 62960. Testing training data. 0.057988 Testing testing data. 0.067124 round 62 train_error: 0.18528 test_error: 0.20090 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0579876974. Bit fail 62945. Epochs 10. Current error: 0.0579918139. Bit fail 62954. Testing training data. 0.057980 Testing testing data. 0.067676 round 63 train_error: 0.18573 test_error: 0.20215 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0579797737. Bit fail 62963. Epochs 10. Current error: 0.0579684451. Bit fail 62951. Testing training data. 0.057969 Testing testing data. 0.067861 round 64 train_error: 0.18585 test_error: 0.20256 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0579694770. Bit fail 62951. Epochs 10. Current error: 0.0579455458. Bit fail 62938. Testing training data. 0.057941 Testing testing data. 0.067624 round 65 train_error: 0.18547 test_error: 0.20188 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0579410754. Bit fail 62917. Epochs 10. Current error: 0.0579432584. Bit fail 62950. Testing training data. 0.057944 Testing testing data. 0.067881 round 66 train_error: 0.18580 test_error: 0.20258 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0579443984. Bit fail 62950. Epochs 10. Current error: 0.0579281487. Bit fail 62934. Testing training data. 0.057941 Testing testing data. 0.068087 round 67 train_error: 0.18589 test_error: 0.20296 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0579407662. Bit fail 62960. Epochs 10. Current error: 0.0579267778. Bit fail 62929. Testing training data. 0.057925 Testing testing data. 0.067880 round 68 train_error: 0.18569 test_error: 0.20250 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0579253435. Bit fail 62931. Epochs 10. Current error: 0.0579034872. Bit fail 62911. Testing training data. 0.057923 Testing testing data. 0.068204 round 69 train_error: 0.18588 test_error: 0.20314 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0579227097. Bit fail 62947. Epochs 10. Current error: 0.0579069108. Bit fail 62924. Testing training data. 0.057904 Testing testing data. 0.067945 round 70 train_error: 0.18558 test_error: 0.20251 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0579036362. Bit fail 62914. Epochs 10. Current error: 0.0578896776. Bit fail 62920. Testing training data. 0.057903 Testing testing data. 0.068207 round 71 train_error: 0.18580 test_error: 0.20313 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0579030067. Bit fail 62936. Epochs 10. Current error: 0.0578866005. Bit fail 62924. Testing training data. 0.057887 Testing testing data. 0.068015 round 72 train_error: 0.18561 test_error: 0.20268 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0578870513. Bit fail 62927. Epochs 10. Current error: 0.0578674152. Bit fail 62913. Testing training data. 0.057867 Testing testing data. 0.068095 round 73 train_error: 0.18562 test_error: 0.20283 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0578666031. Bit fail 62922. Epochs 10. Current error: 0.0578586459. Bit fail 62924. Testing training data. 0.057852 Testing testing data. 0.068000 round 74 train_error: 0.18540 test_error: 0.20248 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0578517281. Bit fail 62915. Epochs 10. Current error: 0.0578501076. Bit fail 62918. Testing training data. 0.057850 Testing testing data. 0.068044 round 75 train_error: 0.18555 test_error: 0.20272 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0578499250. Bit fail 62922. Epochs 10. Current error: 0.0578457452. Bit fail 62945. Testing training data. 0.057836 Testing testing data. 0.068101 round 76 train_error: 0.18550 test_error: 0.20275 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0578364208. Bit fail 62940. Epochs 10. Current error: 0.0578284264. Bit fail 62943. Testing training data. 0.057823 Testing testing data. 0.068027 round 77 train_error: 0.18540 test_error: 0.20257 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0578229949. Bit fail 62928. Epochs 10. Current error: 0.0578108542. Bit fail 62921. Testing training data. 0.057814 Testing testing data. 0.068090 round 78 train_error: 0.18539 test_error: 0.20267 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0578141846. Bit fail 62941. Epochs 10. Current error: 0.0578009039. Bit fail 62934. Testing training data. 0.057803 Testing testing data. 0.068170 round 79 train_error: 0.18540 test_error: 0.20280 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0578030199. Bit fail 62934. Epochs 10. Current error: 0.0577970445. Bit fail 62925. Testing training data. 0.057795 Testing testing data. 0.068133 round 80 train_error: 0.18532 test_error: 0.20267 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577953272. Bit fail 62924. Epochs 10. Current error: 0.0577793978. Bit fail 62902. Testing training data. 0.057782 Testing testing data. 0.068087 round 81 train_error: 0.18526 test_error: 0.20255 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577818751. Bit fail 62920. Epochs 10. Current error: 0.0577803403. Bit fail 62910. Testing training data. 0.057785 Testing testing data. 0.068235 round 82 train_error: 0.18538 test_error: 0.20287 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577854849. Bit fail 62921. Epochs 10. Current error: 0.0577693954. Bit fail 62898. Testing training data. 0.057772 Testing testing data. 0.068141 round 83 train_error: 0.18527 test_error: 0.20265 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577723272. Bit fail 62902. Epochs 10. Current error: 0.0577634908. Bit fail 62917. Testing training data. 0.057760 Testing testing data. 0.068136 round 84 train_error: 0.18526 test_error: 0.20266 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577595569. Bit fail 62919. Epochs 10. Current error: 0.0577439778. Bit fail 62909. Testing training data. 0.057742 Testing testing data. 0.068021 round 85 train_error: 0.18502 test_error: 0.20224 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577423945. Bit fail 62914. Epochs 10. Current error: 0.0577466153. Bit fail 62908. Testing training data. 0.057749 Testing testing data. 0.068247 round 86 train_error: 0.18529 test_error: 0.20286 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577489249. Bit fail 62902. Epochs 10. Current error: 0.0577362403. Bit fail 62890. Testing training data. 0.057735 Testing testing data. 0.068204 round 87 train_error: 0.18520 test_error: 0.20275 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577346087. Bit fail 62888. Epochs 10. Current error: 0.0577242374. Bit fail 62887. Testing training data. 0.057734 Testing testing data. 0.068447 round 88 train_error: 0.18527 test_error: 0.20314 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577340797. Bit fail 62885. Epochs 10. Current error: 0.0577237681. Bit fail 62891. Testing training data. 0.057727 Testing testing data. 0.068293 round 89 train_error: 0.18522 test_error: 0.20291 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577268079. Bit fail 62890. Epochs 10. Current error: 0.0577173010. Bit fail 62889. Testing training data. 0.057717 Testing testing data. 0.068291 round 90 train_error: 0.18519 test_error: 0.20287 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577169769. Bit fail 62885. Epochs 10. Current error: 0.0577083491. Bit fail 62892. Testing training data. 0.057714 Testing testing data. 0.068439 round 91 train_error: 0.18521 test_error: 0.20308 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577137806. Bit fail 62886. Epochs 10. Current error: 0.0577041470. Bit fail 62893. Testing training data. 0.057702 Testing testing data. 0.068249 round 92 train_error: 0.18514 test_error: 0.20280 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0577021278. Bit fail 62889. Epochs 10. Current error: 0.0576873235. Bit fail 62874. Testing training data. 0.057693 Testing testing data. 0.068296 round 93 train_error: 0.18508 test_error: 0.20277 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0576932169. Bit fail 62892. Epochs 10. Current error: 0.0576852784. Bit fail 62872. Testing training data. 0.057687 Testing testing data. 0.068308 round 94 train_error: 0.18516 test_error: 0.20287 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0576867089. Bit fail 62868. Epochs 10. Current error: 0.0576760992. Bit fail 62866. Testing training data. 0.057673 Testing testing data. 0.068280 round 95 train_error: 0.18506 test_error: 0.20271 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0576734059. Bit fail 62864. Epochs 10. Current error: 0.0576628596. Bit fail 62846. Testing training data. 0.057666 Testing testing data. 0.068402 round 96 train_error: 0.18513 test_error: 0.20294 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0576660186. Bit fail 62843. Epochs 10. Current error: 0.0576565973. Bit fail 62836. Testing training data. 0.057654 Testing testing data. 0.068278 round 97 train_error: 0.18500 test_error: 0.20266 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0576543882. Bit fail 62845. Epochs 10. Current error: 0.0576433875. Bit fail 62858. Testing training data. 0.057640 Testing testing data. 0.068128 round 98 train_error: 0.18478 test_error: 0.20225 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0576402768. Bit fail 62860. Epochs 10. Current error: 0.0576444305. Bit fail 62854. Testing training data. 0.057642 Testing testing data. 0.068255 round 99 train_error: 0.18495 test_error: 0.20262 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0576415062. Bit fail 62855. Epochs 10. Current error: 0.0576374494. Bit fail 62860. Testing training data. 0.057624 Testing testing data. 0.068137 round 100 train_error: 0.18474 test_error: 0.20226 Cleaning up.