Parameters: training_file: /data/www/scr_prediction/tmp/L-SS-CB14/nnetwork/training_set.nn testing_file: /data/www/scr_prediction/tmp/L-SS-CB14/nnetwork/monitoring_set.nn num_input: 78 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: 0.1381750107. Bit fail 63565. Epochs 10. Current error: 0.0820317715. Bit fail 63714. Testing training data. 0.079127 Testing testing data. 0.078544 round 1 train_error: 0.24303 test_error: 0.24568 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0791273341. Bit fail 63661. Epochs 10. Current error: 0.0730249137. Bit fail 63444. Testing training data. 0.073075 Testing testing data. 0.074802 round 2 train_error: 0.21721 test_error: 0.21945 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0730746388. Bit fail 63379. Epochs 10. Current error: 0.0694495291. Bit fail 63304. Testing training data. 0.069280 Testing testing data. 0.075838 round 3 train_error: 0.21342 test_error: 0.22310 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0692799464. Bit fail 63360. Epochs 10. Current error: 0.0653168187. Bit fail 63160. Testing training data. 0.064982 Testing testing data. 0.070903 round 4 train_error: 0.20297 test_error: 0.21206 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0649818704. Bit fail 63250. Epochs 10. Current error: 0.0642653406. Bit fail 63301. Testing training data. 0.064150 Testing testing data. 0.072107 round 5 train_error: 0.20089 test_error: 0.21262 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0641497225. Bit fail 63318. Epochs 10. Current error: 0.0629810244. Bit fail 63226. Testing training data. 0.062755 Testing testing data. 0.068301 round 6 train_error: 0.19632 test_error: 0.20561 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0627554357. Bit fail 63161. Epochs 10. Current error: 0.0623986609. Bit fail 63168. Testing training data. 0.062406 Testing testing data. 0.069304 round 7 train_error: 0.19611 test_error: 0.20714 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0624061339. Bit fail 63197. Epochs 10. Current error: 0.0620558448. Bit fail 63220. Testing training data. 0.062008 Testing testing data. 0.068998 round 8 train_error: 0.19522 test_error: 0.20641 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0620081611. Bit fail 63220. Epochs 10. Current error: 0.0617565624. Bit fail 63247. Testing training data. 0.061730 Testing testing data. 0.069237 round 9 train_error: 0.19466 test_error: 0.20640 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0617295392. Bit fail 63240. Epochs 10. Current error: 0.0614002906. Bit fail 63281. Testing training data. 0.061419 Testing testing data. 0.069492 round 10 train_error: 0.19366 test_error: 0.20587 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0614194386. Bit fail 63293. Epochs 10. Current error: 0.0612609088. Bit fail 63254. Testing training data. 0.061228 Testing testing data. 0.068827 round 11 train_error: 0.19314 test_error: 0.20482 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0612283833. Bit fail 63255. Epochs 10. Current error: 0.0611328222. Bit fail 63211. Testing training data. 0.061031 Testing testing data. 0.068653 round 12 train_error: 0.19282 test_error: 0.20448 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0610313863. Bit fail 63209. Epochs 10. Current error: 0.0609352030. Bit fail 63187. Testing training data. 0.060896 Testing testing data. 0.068232 round 13 train_error: 0.19217 test_error: 0.20355 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0608958155. Bit fail 63190. Epochs 10. Current error: 0.0607537292. Bit fail 63177. Testing training data. 0.060732 Testing testing data. 0.068133 round 14 train_error: 0.19205 test_error: 0.20370 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0607324354. Bit fail 63166. Epochs 10. Current error: 0.0606392734. Bit fail 63142. Testing training data. 0.060663 Testing testing data. 0.068411 round 15 train_error: 0.19207 test_error: 0.20417 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0606634729. Bit fail 63144. Epochs 10. Current error: 0.0605907664. Bit fail 63142. Testing training data. 0.060570 Testing testing data. 0.067729 round 16 train_error: 0.19163 test_error: 0.20296 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0605704784. Bit fail 63151. Epochs 10. Current error: 0.0604725443. Bit fail 63164. Testing training data. 0.060466 Testing testing data. 0.067913 round 17 train_error: 0.19142 test_error: 0.20304 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0604656413. Bit fail 63141. Epochs 10. Current error: 0.0603309982. Bit fail 63150. Testing training data. 0.060301 Testing testing data. 0.067115 round 18 train_error: 0.19075 test_error: 0.20161 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0603005253. Bit fail 63165. Epochs 10. Current error: 0.0602360778. Bit fail 63151. Testing training data. 0.060218 Testing testing data. 0.067364 round 19 train_error: 0.19075 test_error: 0.20206 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0602180175. Bit fail 63157. Epochs 10. Current error: 0.0601236895. Bit fail 63125. Testing training data. 0.060113 Testing testing data. 0.067371 round 20 train_error: 0.19066 test_error: 0.20208 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0601129495. Bit fail 63115. Epochs 10. Current error: 0.0600641891. Bit fail 63093. Testing training data. 0.060049 Testing testing data. 0.067482 round 21 train_error: 0.19046 test_error: 0.20217 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0600490980. Bit fail 63082. Epochs 10. Current error: 0.0599754751. Bit fail 63073. Testing training data. 0.059979 Testing testing data. 0.067261 round 22 train_error: 0.19035 test_error: 0.20205 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0599791333. Bit fail 63100. Epochs 10. Current error: 0.0599337295. Bit fail 63079. Testing training data. 0.059931 Testing testing data. 0.067295 round 23 train_error: 0.19036 test_error: 0.20214 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0599312335. Bit fail 63062. Epochs 10. Current error: 0.0598716065. Bit fail 63054. Testing training data. 0.059866 Testing testing data. 0.067224 round 24 train_error: 0.19018 test_error: 0.20193 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0598660894. Bit fail 63062. Epochs 10. Current error: 0.0598088764. Bit fail 63065. Testing training data. 0.059786 Testing testing data. 0.066908 round 25 train_error: 0.18957 test_error: 0.20092 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597859956. Bit fail 63094. Epochs 10. Current error: 0.0597731695. Bit fail 63065. Testing training data. 0.059767 Testing testing data. 0.067131 round 26 train_error: 0.18988 test_error: 0.20156 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597666092. Bit fail 63061. Epochs 10. Current error: 0.0597452968. Bit fail 63112. Testing training data. 0.059721 Testing testing data. 0.067624 round 27 train_error: 0.18986 test_error: 0.20221 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0597207621. Bit fail 63105. Epochs 10. Current error: 0.0596956946. Bit fail 63080. Testing training data. 0.059689 Testing testing data. 0.067179 round 28 train_error: 0.18959 test_error: 0.20137 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596891269. Bit fail 63077. Epochs 10. Current error: 0.0596562289. Bit fail 63095. Testing training data. 0.059632 Testing testing data. 0.066833 round 29 train_error: 0.18931 test_error: 0.20070 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596318059. Bit fail 63051. Epochs 10. Current error: 0.0596094839. Bit fail 63078. Testing training data. 0.059601 Testing testing data. 0.067120 round 30 train_error: 0.18953 test_error: 0.20134 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0596005656. Bit fail 63068. Epochs 10. Current error: 0.0595645644. Bit fail 63092. Testing training data. 0.059558 Testing testing data. 0.067122 round 31 train_error: 0.18946 test_error: 0.20131 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595578179. Bit fail 63084. Epochs 10. Current error: 0.0595182329. Bit fail 63107. Testing training data. 0.059524 Testing testing data. 0.067247 round 32 train_error: 0.18944 test_error: 0.20161 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0595243648. Bit fail 63105. Epochs 10. Current error: 0.0594840981. Bit fail 63134. Testing training data. 0.059479 Testing testing data. 0.067256 round 33 train_error: 0.18942 test_error: 0.20166 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0594785176. Bit fail 63135. Epochs 10. Current error: 0.0594307669. Bit fail 63121. Testing training data. 0.059452 Testing testing data. 0.067619 round 34 train_error: 0.18948 test_error: 0.20220 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0594518445. Bit fail 63108. Epochs 10. Current error: 0.0594255961. Bit fail 63115. Testing training data. 0.059422 Testing testing data. 0.067196 round 35 train_error: 0.18932 test_error: 0.20155 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0594221912. Bit fail 63112. Epochs 10. Current error: 0.0593824834. Bit fail 63105. Testing training data. 0.059376 Testing testing data. 0.067276 round 36 train_error: 0.18919 test_error: 0.20152 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0593758002. Bit fail 63099. Epochs 10. Current error: 0.0593428686. Bit fail 63102. Testing training data. 0.059327 Testing testing data. 0.067272 round 37 train_error: 0.18894 test_error: 0.20132 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0593269095. Bit fail 63099. Epochs 10. Current error: 0.0593088344. Bit fail 63094. Testing training data. 0.059290 Testing testing data. 0.067111 round 38 train_error: 0.18864 test_error: 0.20081 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0592903420. Bit fail 63089. Epochs 10. Current error: 0.0592876896. Bit fail 63098. Testing training data. 0.059286 Testing testing data. 0.067292 round 39 train_error: 0.18896 test_error: 0.20140 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0592856146. Bit fail 63094. Epochs 10. Current error: 0.0592557266. Bit fail 63086. Testing training data. 0.059257 Testing testing data. 0.067367 round 40 train_error: 0.18885 test_error: 0.20141 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0592566691. Bit fail 63099. Epochs 10. Current error: 0.0592152700. Bit fail 63094. Testing training data. 0.059222 Testing testing data. 0.067501 round 41 train_error: 0.18887 test_error: 0.20158 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0592219904. Bit fail 63089. Epochs 10. Current error: 0.0591920801. Bit fail 63084. Testing training data. 0.059184 Testing testing data. 0.067212 round 42 train_error: 0.18859 test_error: 0.20093 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0591840632. Bit fail 63093. Epochs 10. Current error: 0.0591794066. Bit fail 63105. Testing training data. 0.059172 Testing testing data. 0.067294 round 43 train_error: 0.18850 test_error: 0.20094 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0591717400. Bit fail 63096. Epochs 10. Current error: 0.0591532364. Bit fail 63100. Testing training data. 0.059157 Testing testing data. 0.067322 round 44 train_error: 0.18858 test_error: 0.20109 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0591570064. Bit fail 63107. Epochs 10. Current error: 0.0591203943. Bit fail 63109. Testing training data. 0.059155 Testing testing data. 0.067847 round 45 train_error: 0.18894 test_error: 0.20216 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0591551475. Bit fail 63099. Epochs 10. Current error: 0.0591188185. Bit fail 63095. Testing training data. 0.059120 Testing testing data. 0.067347 round 46 train_error: 0.18850 test_error: 0.20107 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0591201968. Bit fail 63100. Epochs 10. Current error: 0.0590927452. Bit fail 63084. Testing training data. 0.059096 Testing testing data. 0.067393 round 47 train_error: 0.18844 test_error: 0.20112 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0590964109. Bit fail 63082. Epochs 10. Current error: 0.0590604953. Bit fail 63064. Testing training data. 0.059065 Testing testing data. 0.067339 round 48 train_error: 0.18833 test_error: 0.20103 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0590652861. Bit fail 63084. Epochs 10. Current error: 0.0590418763. Bit fail 63077. Testing training data. 0.059033 Testing testing data. 0.067205 round 49 train_error: 0.18820 test_error: 0.20072 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0590327531. Bit fail 63076. Epochs 10. Current error: 0.0590107515. Bit fail 63062. Testing training data. 0.059015 Testing testing data. 0.067460 round 50 train_error: 0.18828 test_error: 0.20119 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0590152591. Bit fail 63060. Epochs 10. Current error: 0.0589939021. Bit fail 63066. Testing training data. 0.058995 Testing testing data. 0.067341 round 51 train_error: 0.18822 test_error: 0.20101 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0589945987. Bit fail 63062. Epochs 10. Current error: 0.0589754768. Bit fail 63083. Testing training data. 0.058966 Testing testing data. 0.067169 round 52 train_error: 0.18806 test_error: 0.20060 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0589656085. Bit fail 63061. Epochs 10. Current error: 0.0589456297. Bit fail 63078. Testing training data. 0.058954 Testing testing data. 0.067486 round 53 train_error: 0.18833 test_error: 0.20131 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0589543395. Bit fail 63090. Epochs 10. Current error: 0.0589129813. Bit fail 63084. Testing training data. 0.058918 Testing testing data. 0.067304 round 54 train_error: 0.18797 test_error: 0.20070 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0589181185. Bit fail 63092. Epochs 10. Current error: 0.0589015298. Bit fail 63094. Testing training data. 0.058893 Testing testing data. 0.067130 round 55 train_error: 0.18788 test_error: 0.20046 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0588929653. Bit fail 63071. Epochs 10. Current error: 0.0588757880. Bit fail 63057. Testing training data. 0.058875 Testing testing data. 0.067245 round 56 train_error: 0.18791 test_error: 0.20064 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0588748008. Bit fail 63061. Epochs 10. Current error: 0.0588578358. Bit fail 63080. Testing training data. 0.058865 Testing testing data. 0.067399 round 57 train_error: 0.18791 test_error: 0.20085 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0588646233. Bit fail 63071. Epochs 10. Current error: 0.0588470846. Bit fail 63080. Testing training data. 0.058850 Testing testing data. 0.067341 round 58 train_error: 0.18789 test_error: 0.20080 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0588504821. Bit fail 63079. Epochs 10. Current error: 0.0588293672. Bit fail 63070. Testing training data. 0.058813 Testing testing data. 0.066905 round 59 train_error: 0.18749 test_error: 0.19985 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0588129610. Bit fail 63088. Epochs 10. Current error: 0.0588123463. Bit fail 63087. Testing training data. 0.058817 Testing testing data. 0.067286 round 60 train_error: 0.18777 test_error: 0.20064 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0588172115. Bit fail 63083. Epochs 10. Current error: 0.0588152781. Bit fail 63089. Testing training data. 0.058807 Testing testing data. 0.067382 round 61 train_error: 0.18782 test_error: 0.20081 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0588067137. Bit fail 63095. Epochs 10. Current error: 0.0587948523. Bit fail 63083. Testing training data. 0.058795 Testing testing data. 0.067221 round 62 train_error: 0.18772 test_error: 0.20055 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0587946773. Bit fail 63087. Epochs 10. Current error: 0.0587731563. Bit fail 63079. Testing training data. 0.058775 Testing testing data. 0.067243 round 63 train_error: 0.18765 test_error: 0.20050 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0587751344. Bit fail 63083. Epochs 10. Current error: 0.0587608516. Bit fail 63071. Testing training data. 0.058750 Testing testing data. 0.067043 round 64 train_error: 0.18750 test_error: 0.20009 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0587498099. Bit fail 63070. Epochs 10. Current error: 0.0587431267. Bit fail 63068. Testing training data. 0.058741 Testing testing data. 0.067231 round 65 train_error: 0.18763 test_error: 0.20052 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0587414503. Bit fail 63065. Epochs 10. Current error: 0.0587303676. Bit fail 63066. Testing training data. 0.058732 Testing testing data. 0.067356 round 66 train_error: 0.18760 test_error: 0.20063 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0587318279. Bit fail 63066. Epochs 10. Current error: 0.0587194487. Bit fail 63064. Testing training data. 0.058724 Testing testing data. 0.067320 round 67 train_error: 0.18768 test_error: 0.20071 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0587237403. Bit fail 63055. Epochs 10. Current error: 0.0587041192. Bit fail 63064. Testing training data. 0.058702 Testing testing data. 0.067291 round 68 train_error: 0.18750 test_error: 0.20051 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0587018877. Bit fail 63073. Epochs 10. Current error: 0.0586853772. Bit fail 63066. Testing training data. 0.058692 Testing testing data. 0.067528 round 69 train_error: 0.18751 test_error: 0.20081 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0586920977. Bit fail 63070. Epochs 10. Current error: 0.0586793385. Bit fail 63070. Testing training data. 0.058678 Testing testing data. 0.067336 round 70 train_error: 0.18744 test_error: 0.20052 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0586777516. Bit fail 63073. Epochs 10. Current error: 0.0586693361. Bit fail 63076. Testing training data. 0.058659 Testing testing data. 0.067148 round 71 train_error: 0.18728 test_error: 0.20016 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0586589575. Bit fail 63080. Epochs 10. Current error: 0.0586543940. Bit fail 63086. Testing training data. 0.058645 Testing testing data. 0.067174 round 72 train_error: 0.18724 test_error: 0.20015 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0586454645. Bit fail 63094. Epochs 10. Current error: 0.0586439297. Bit fail 63075. Testing training data. 0.058635 Testing testing data. 0.067216 round 73 train_error: 0.18726 test_error: 0.20026 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0586352050. Bit fail 63082. Epochs 10. Current error: 0.0586294420. Bit fail 63075. Testing training data. 0.058622 Testing testing data. 0.067231 round 74 train_error: 0.18721 test_error: 0.20024 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0586215407. Bit fail 63082. Epochs 10. Current error: 0.0586211085. Bit fail 63072. Testing training data. 0.058609 Testing testing data. 0.067248 round 75 train_error: 0.18714 test_error: 0.20018 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0586090498. Bit fail 63079. Epochs 10. Current error: 0.0586086139. Bit fail 63074. Testing training data. 0.058610 Testing testing data. 0.067395 round 76 train_error: 0.18730 test_error: 0.20053 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0586103052. Bit fail 63072. Epochs 10. Current error: 0.0585845672. Bit fail 63070. Testing training data. 0.058610 Testing testing data. 0.067754 round 77 train_error: 0.18748 test_error: 0.20115 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0586100742. Bit fail 63065. Epochs 10. Current error: 0.0585889407. Bit fail 63073. Testing training data. 0.058590 Testing testing data. 0.067370 round 78 train_error: 0.18720 test_error: 0.20040 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585895292. Bit fail 63065. Epochs 10. Current error: 0.0585817471. Bit fail 63059. Testing training data. 0.058575 Testing testing data. 0.067275 round 79 train_error: 0.18707 test_error: 0.20015 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585751794. Bit fail 63058. Epochs 10. Current error: 0.0585731454. Bit fail 63051. Testing training data. 0.058580 Testing testing data. 0.067468 round 80 train_error: 0.18723 test_error: 0.20057 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585799441. Bit fail 63062. Epochs 10. Current error: 0.0585689470. Bit fail 63052. Testing training data. 0.058572 Testing testing data. 0.067467 round 81 train_error: 0.18723 test_error: 0.20060 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585724637. Bit fail 63056. Epochs 10. Current error: 0.0585614294. Bit fail 63047. Testing training data. 0.058556 Testing testing data. 0.067292 round 82 train_error: 0.18710 test_error: 0.20028 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585564375. Bit fail 63033. Epochs 10. Current error: 0.0585521720. Bit fail 63051. Testing training data. 0.058549 Testing testing data. 0.067377 round 83 train_error: 0.18712 test_error: 0.20042 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585492849. Bit fail 63047. Epochs 10. Current error: 0.0585406274. Bit fail 63058. Testing training data. 0.058539 Testing testing data. 0.067382 round 84 train_error: 0.18709 test_error: 0.20042 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585387498. Bit fail 63057. Epochs 10. Current error: 0.0585332178. Bit fail 63064. Testing training data. 0.058529 Testing testing data. 0.067348 round 85 train_error: 0.18700 test_error: 0.20029 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585293360. Bit fail 63053. Epochs 10. Current error: 0.0585287921. Bit fail 63063. Testing training data. 0.058518 Testing testing data. 0.067268 round 86 train_error: 0.18689 test_error: 0.20011 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585179180. Bit fail 63045. Epochs 10. Current error: 0.0585169755. Bit fail 63047. Testing training data. 0.058510 Testing testing data. 0.067309 round 87 train_error: 0.18692 test_error: 0.20023 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585102439. Bit fail 63051. Epochs 10. Current error: 0.0585073754. Bit fail 63070. Testing training data. 0.058500 Testing testing data. 0.067308 round 88 train_error: 0.18694 test_error: 0.20025 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0585001409. Bit fail 63049. Epochs 10. Current error: 0.0584911965. Bit fail 63067. Testing training data. 0.058495 Testing testing data. 0.067393 round 89 train_error: 0.18700 test_error: 0.20045 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584947467. Bit fail 63067. Epochs 10. Current error: 0.0584789552. Bit fail 63072. Testing training data. 0.058486 Testing testing data. 0.067547 round 90 train_error: 0.18705 test_error: 0.20071 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584860109. Bit fail 63075. Epochs 10. Current error: 0.0584694222. Bit fail 63071. Testing training data. 0.058476 Testing testing data. 0.067552 round 91 train_error: 0.18704 test_error: 0.20073 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584755428. Bit fail 63074. Epochs 10. Current error: 0.0584572107. Bit fail 63072. Testing training data. 0.058461 Testing testing data. 0.067555 round 92 train_error: 0.18697 test_error: 0.20070 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584612042. Bit fail 63071. Epochs 10. Current error: 0.0584492870. Bit fail 63078. Testing training data. 0.058449 Testing testing data. 0.067432 round 93 train_error: 0.18677 test_error: 0.20034 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584490784. Bit fail 63076. Epochs 10. Current error: 0.0584518500. Bit fail 63070. Testing training data. 0.058440 Testing testing data. 0.067268 round 94 train_error: 0.18669 test_error: 0.20009 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584401339. Bit fail 63057. Epochs 10. Current error: 0.0584414192. Bit fail 63063. Testing training data. 0.058438 Testing testing data. 0.067404 round 95 train_error: 0.18681 test_error: 0.20039 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584384650. Bit fail 63049. Epochs 10. Current error: 0.0584306642. Bit fail 63068. Testing training data. 0.058432 Testing testing data. 0.067476 round 96 train_error: 0.18684 test_error: 0.20053 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584314987. Bit fail 63074. Epochs 10. Current error: 0.0584197231. Bit fail 63070. Testing training data. 0.058417 Testing testing data. 0.067475 round 97 train_error: 0.18678 test_error: 0.20048 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584172793. Bit fail 63068. Epochs 10. Current error: 0.0584160872. Bit fail 63067. Testing training data. 0.058400 Testing testing data. 0.067350 round 98 train_error: 0.18662 test_error: 0.20017 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584000982. Bit fail 63068. Epochs 10. Current error: 0.0584013537. Bit fail 63061. Testing training data. 0.058405 Testing testing data. 0.067513 round 99 train_error: 0.18682 test_error: 0.20059 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0584053583. Bit fail 63060. Epochs 10. Current error: 0.0583939031. Bit fail 63068. Testing training data. 0.058396 Testing testing data. 0.067493 round 100 train_error: 0.18675 test_error: 0.20052 Cleaning up.