Parameters: training_file: /data/www/scr_prediction/tmp/L-SS-CB14-PSSM-PBL_CSV-PBL_FRC-PSIPRED/nnetwork/training_set.nn testing_file: /data/www/scr_prediction/tmp/L-SS-CB14-PSSM-PBL_CSV-PBL_FRC-PSIPRED/nnetwork/monitoring_set.nn num_input: 403 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: 0.1338120252. Bit fail 63267. Epochs 10. Current error: 0.1024369821. Bit fail 63536. Testing training data. 0.077234 Testing testing data. 0.093070 round 1 train_error: 0.23035 test_error: 0.25114 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0772343501. Bit fail 63493. Epochs 10. Current error: 0.0656383038. Bit fail 63251. Testing training data. 0.064495 Testing testing data. 0.068295 round 2 train_error: 0.20304 test_error: 0.20883 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0644951686. Bit fail 63214. Epochs 10. Current error: 0.0604019538. Bit fail 63185. Testing training data. 0.059991 Testing testing data. 0.062816 round 3 train_error: 0.19209 test_error: 0.19790 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0599908046. Bit fail 63144. Epochs 10. Current error: 0.0572598092. Bit fail 63156. Testing training data. 0.057038 Testing testing data. 0.060467 round 4 train_error: 0.18428 test_error: 0.19074 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0570381992. Bit fail 63076. Epochs 10. Current error: 0.0556820892. Bit fail 63139. Testing training data. 0.055557 Testing testing data. 0.059542 round 5 train_error: 0.18120 test_error: 0.18784 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0555569567. Bit fail 63109. Epochs 10. Current error: 0.0550170094. Bit fail 63076. Testing training data. 0.054945 Testing testing data. 0.060358 round 6 train_error: 0.18014 test_error: 0.18823 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0549449734. Bit fail 63089. Epochs 10. Current error: 0.0544626117. Bit fail 63023. Testing training data. 0.054425 Testing testing data. 0.059953 round 7 train_error: 0.17906 test_error: 0.18691 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0544250235. Bit fail 63025. Epochs 10. Current error: 0.0540038943. Bit fail 62992. Testing training data. 0.053930 Testing testing data. 0.058948 round 8 train_error: 0.17729 test_error: 0.18425 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0539300367. Bit fail 62978. Epochs 10. Current error: 0.0536307357. Bit fail 62929. Testing training data. 0.053608 Testing testing data. 0.060006 round 9 train_error: 0.17761 test_error: 0.18694 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0536078364. Bit fail 62932. Epochs 10. Current error: 0.0533784367. Bit fail 62998. Testing training data. 0.053344 Testing testing data. 0.059997 round 10 train_error: 0.17672 test_error: 0.18660 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0533435568. Bit fail 62974. Epochs 10. Current error: 0.0530988686. Bit fail 62944. Testing training data. 0.053057 Testing testing data. 0.060145 round 11 train_error: 0.17576 test_error: 0.18647 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0530574247. Bit fail 62902. Epochs 10. Current error: 0.0529984310. Bit fail 62894. Testing training data. 0.052985 Testing testing data. 0.060461 round 12 train_error: 0.17590 test_error: 0.18722 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0529845692. Bit fail 62881. Epochs 10. Current error: 0.0528161898. Bit fail 62883. Testing training data. 0.052800 Testing testing data. 0.060630 round 13 train_error: 0.17557 test_error: 0.18737 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0528001785. Bit fail 62910. Epochs 10. Current error: 0.0526153222. Bit fail 62886. Testing training data. 0.052606 Testing testing data. 0.060528 round 14 train_error: 0.17503 test_error: 0.18703 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0526064970. Bit fail 62908. Epochs 10. Current error: 0.0524684489. Bit fail 62884. Testing training data. 0.052435 Testing testing data. 0.060049 round 15 train_error: 0.17414 test_error: 0.18572 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0524354242. Bit fail 62866. Epochs 10. Current error: 0.0523308739. Bit fail 62827. Testing training data. 0.052321 Testing testing data. 0.060346 round 16 train_error: 0.17423 test_error: 0.18633 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0523207560. Bit fail 62856. Epochs 10. Current error: 0.0522488691. Bit fail 62926. Testing training data. 0.052201 Testing testing data. 0.060553 round 17 train_error: 0.17435 test_error: 0.18680 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0522014871. Bit fail 62907. Epochs 10. Current error: 0.0521134175. Bit fail 62879. Testing training data. 0.052096 Testing testing data. 0.060049 round 18 train_error: 0.17363 test_error: 0.18548 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0520956963. Bit fail 62858. Epochs 10. Current error: 0.0520251617. Bit fail 62826. Testing training data. 0.052013 Testing testing data. 0.060463 round 19 train_error: 0.17367 test_error: 0.18612 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0520125218. Bit fail 62813. Epochs 10. Current error: 0.0519247726. Bit fail 62752. Testing training data. 0.051862 Testing testing data. 0.060180 round 20 train_error: 0.17294 test_error: 0.18504 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0518617854. Bit fail 62756. Epochs 10. Current error: 0.0518031195. Bit fail 62720. Testing training data. 0.051780 Testing testing data. 0.060337 round 21 train_error: 0.17280 test_error: 0.18520 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0517796166. Bit fail 62712. Epochs 10. Current error: 0.0517004915. Bit fail 62716. Testing training data. 0.051685 Testing testing data. 0.060411 round 22 train_error: 0.17278 test_error: 0.18541 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0516848676. Bit fail 62731. Epochs 10. Current error: 0.0515460558. Bit fail 62705. Testing training data. 0.051631 Testing testing data. 0.061707 round 23 train_error: 0.17326 test_error: 0.18773 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0516305864. Bit fail 62766. Epochs 10. Current error: 0.0515373312. Bit fail 62736. Testing training data. 0.051526 Testing testing data. 0.060431 round 24 train_error: 0.17230 test_error: 0.18517 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0515262522. Bit fail 62727. Epochs 10. Current error: 0.0514689051. Bit fail 62735. Testing training data. 0.051449 Testing testing data. 0.060238 round 25 train_error: 0.17202 test_error: 0.18465 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0514494106. Bit fail 62736. Epochs 10. Current error: 0.0513821170. Bit fail 62717. Testing training data. 0.051375 Testing testing data. 0.060778 round 26 train_error: 0.17214 test_error: 0.18561 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0513750128. Bit fail 62741. Epochs 10. Current error: 0.0512920879. Bit fail 62753. Testing training data. 0.051276 Testing testing data. 0.059984 round 27 train_error: 0.17142 test_error: 0.18385 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0512761138. Bit fail 62692. Epochs 10. Current error: 0.0512625724. Bit fail 62718. Testing training data. 0.051258 Testing testing data. 0.060604 round 28 train_error: 0.17188 test_error: 0.18517 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0512576215. Bit fail 62729. Epochs 10. Current error: 0.0512035862. Bit fail 62731. Testing training data. 0.051201 Testing testing data. 0.060829 round 29 train_error: 0.17190 test_error: 0.18550 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0512013733. Bit fail 62770. Epochs 10. Current error: 0.0511632524. Bit fail 62774. Testing training data. 0.051155 Testing testing data. 0.060667 round 30 train_error: 0.17164 test_error: 0.18508 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0511550233. Bit fail 62761. Epochs 10. Current error: 0.0511089563. Bit fail 62712. Testing training data. 0.051111 Testing testing data. 0.060616 round 31 train_error: 0.17145 test_error: 0.18484 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0511112362. Bit fail 62720. Epochs 10. Current error: 0.0510798320. Bit fail 62727. Testing training data. 0.051084 Testing testing data. 0.060957 round 32 train_error: 0.17164 test_error: 0.18555 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0510835536. Bit fail 62738. Epochs 10. Current error: 0.0510522015. Bit fail 62730. Testing training data. 0.051088 Testing testing data. 0.060489 round 33 train_error: 0.17118 test_error: 0.18449 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0510876402. Bit fail 62719. Epochs 10. Current error: 0.0509859584. Bit fail 62721. Testing training data. 0.050974 Testing testing data. 0.060595 round 34 train_error: 0.17108 test_error: 0.18459 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0509741716. Bit fail 62714. Epochs 10. Current error: 0.0509253070. Bit fail 62688. Testing training data. 0.050928 Testing testing data. 0.060069 round 35 train_error: 0.17048 test_error: 0.18329 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0509275384. Bit fail 62689. Epochs 10. Current error: 0.0509194359. Bit fail 62707. Testing training data. 0.050921 Testing testing data. 0.060730 round 36 train_error: 0.17096 test_error: 0.18472 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0509212092. Bit fail 62729. Epochs 10. Current error: 0.0509086214. Bit fail 62709. Testing training data. 0.050905 Testing testing data. 0.060715 round 37 train_error: 0.17088 test_error: 0.18463 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0509045534. Bit fail 62710. Epochs 10. Current error: 0.0519157350. Bit fail 62752. Testing training data. 0.051017 Testing testing data. 0.060113 round 38 train_error: 0.17062 test_error: 0.18330 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0510174856. Bit fail 62709. Epochs 10. Current error: 0.0508313999. Bit fail 62740. Testing training data. 0.050830 Testing testing data. 0.060762 round 39 train_error: 0.17069 test_error: 0.18462 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0508302189. Bit fail 62747. Epochs 10. Current error: 0.0507956445. Bit fail 62740. Testing training data. 0.050788 Testing testing data. 0.060729 round 40 train_error: 0.17054 test_error: 0.18441 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0507883765. Bit fail 62728. Epochs 10. Current error: 0.0507639050. Bit fail 62718. Testing training data. 0.050781 Testing testing data. 0.061091 round 41 train_error: 0.17076 test_error: 0.18515 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0507813916. Bit fail 62753. Epochs 10. Current error: 0.0507538505. Bit fail 62727. Testing training data. 0.050752 Testing testing data. 0.060938 round 42 train_error: 0.17053 test_error: 0.18474 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0507520735. Bit fail 62727. Epochs 10. Current error: 0.0507355072. Bit fail 62732. Testing training data. 0.050733 Testing testing data. 0.060848 round 43 train_error: 0.17048 test_error: 0.18453 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0507333018. Bit fail 62733. Epochs 10. Current error: 0.0506947152. Bit fail 62677. Testing training data. 0.050696 Testing testing data. 0.060699 round 44 train_error: 0.17033 test_error: 0.18415 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0506960899. Bit fail 62683. Epochs 10. Current error: 0.0506731682. Bit fail 62696. Testing training data. 0.050660 Testing testing data. 0.060396 round 45 train_error: 0.16998 test_error: 0.18337 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0506602637. Bit fail 62663. Epochs 10. Current error: 0.0506483354. Bit fail 62679. Testing training data. 0.050650 Testing testing data. 0.060754 round 46 train_error: 0.17017 test_error: 0.18397 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0506501906. Bit fail 62682. Epochs 10. Current error: 0.0506173447. Bit fail 62715. Testing training data. 0.050617 Testing testing data. 0.060943 round 47 train_error: 0.17017 test_error: 0.18434 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0506173521. Bit fail 62712. Epochs 10. Current error: 0.0505950563. Bit fail 62705. Testing training data. 0.050594 Testing testing data. 0.060773 round 48 train_error: 0.16992 test_error: 0.18389 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0505937338. Bit fail 62708. Epochs 10. Current error: 0.0505734198. Bit fail 62698. Testing training data. 0.050568 Testing testing data. 0.060817 round 49 train_error: 0.16987 test_error: 0.18393 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0505682603. Bit fail 62707. Epochs 10. Current error: 0.0505308136. Bit fail 62691. Testing training data. 0.050533 Testing testing data. 0.060990 round 50 train_error: 0.16982 test_error: 0.18418 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0505329557. Bit fail 62670. Epochs 10. Current error: 0.0504986197. Bit fail 62695. Testing training data. 0.050489 Testing testing data. 0.060691 round 51 train_error: 0.16965 test_error: 0.18367 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0504892990. Bit fail 62683. Epochs 10. Current error: 0.0504554920. Bit fail 62675. Testing training data. 0.050455 Testing testing data. 0.061134 round 52 train_error: 0.16982 test_error: 0.18448 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0504546054. Bit fail 62667. Epochs 10. Current error: 0.0504303239. Bit fail 62664. Testing training data. 0.050418 Testing testing data. 0.061030 round 53 train_error: 0.16954 test_error: 0.18409 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0504181422. Bit fail 62660. Epochs 10. Current error: 0.0503939763. Bit fail 62625. Testing training data. 0.050383 Testing testing data. 0.060900 round 54 train_error: 0.16938 test_error: 0.18381 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0503833219. Bit fail 62635. Epochs 10. Current error: 0.0503649376. Bit fail 62621. Testing training data. 0.050358 Testing testing data. 0.060972 round 55 train_error: 0.16936 test_error: 0.18391 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0503577292. Bit fail 62635. Epochs 10. Current error: 0.0503456891. Bit fail 62611. Testing training data. 0.050346 Testing testing data. 0.061199 round 56 train_error: 0.16946 test_error: 0.18431 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0503455326. Bit fail 62610. Epochs 10. Current error: 0.0503233448. Bit fail 62613. Testing training data. 0.050320 Testing testing data. 0.061124 round 57 train_error: 0.16932 test_error: 0.18412 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0503198653. Bit fail 62607. Epochs 10. Current error: 0.0502998680. Bit fail 62584. Testing training data. 0.050305 Testing testing data. 0.060692 round 58 train_error: 0.16900 test_error: 0.18328 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0503052920. Bit fail 62574. Epochs 10. Current error: 0.0502919964. Bit fail 62609. Testing training data. 0.050293 Testing testing data. 0.061241 round 59 train_error: 0.16940 test_error: 0.18442 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0502932966. Bit fail 62645. Epochs 10. Current error: 0.0502769165. Bit fail 62585. Testing training data. 0.050278 Testing testing data. 0.061231 round 60 train_error: 0.16933 test_error: 0.18433 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0502781942. Bit fail 62617. Epochs 10. Current error: 0.0502533391. Bit fail 62593. Testing training data. 0.050248 Testing testing data. 0.061280 round 61 train_error: 0.16931 test_error: 0.18442 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0502484404. Bit fail 62606. Epochs 10. Current error: 0.0502255149. Bit fail 62600. Testing training data. 0.050224 Testing testing data. 0.061234 round 62 train_error: 0.16922 test_error: 0.18431 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0502241403. Bit fail 62595. Epochs 10. Current error: 0.0502162576. Bit fail 62567. Testing training data. 0.050209 Testing testing data. 0.061083 round 63 train_error: 0.16904 test_error: 0.18392 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0502087921. Bit fail 62578. Epochs 10. Current error: 0.0502074994. Bit fail 62574. Testing training data. 0.050201 Testing testing data. 0.061077 round 64 train_error: 0.16903 test_error: 0.18393 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0502013154. Bit fail 62585. Epochs 10. Current error: 0.0501760244. Bit fail 62579. Testing training data. 0.050173 Testing testing data. 0.061254 round 65 train_error: 0.16908 test_error: 0.18426 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501729101. Bit fail 62582. Epochs 10. Current error: 0.0501860194. Bit fail 62599. Testing training data. 0.050179 Testing testing data. 0.061362 round 66 train_error: 0.16912 test_error: 0.18448 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501786172. Bit fail 62595. Epochs 10. Current error: 0.0501598567. Bit fail 62589. Testing training data. 0.050170 Testing testing data. 0.061460 round 67 train_error: 0.16913 test_error: 0.18460 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501703173. Bit fail 62609. Epochs 10. Current error: 0.0501841977. Bit fail 62576. Testing training data. 0.050176 Testing testing data. 0.061227 round 68 train_error: 0.16897 test_error: 0.18410 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501764379. Bit fail 62590. Epochs 10. Current error: 0.0501712263. Bit fail 62611. Testing training data. 0.050167 Testing testing data. 0.061277 round 69 train_error: 0.16900 test_error: 0.18420 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501667559. Bit fail 62597. Epochs 10. Current error: 0.0501576997. Bit fail 62599. Testing training data. 0.050148 Testing testing data. 0.061153 round 70 train_error: 0.16886 test_error: 0.18392 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501479544. Bit fail 62587. Epochs 10. Current error: 0.0501245745. Bit fail 62581. Testing training data. 0.050116 Testing testing data. 0.061148 round 71 train_error: 0.16875 test_error: 0.18390 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501164496. Bit fail 62553. Epochs 10. Current error: 0.0501092076. Bit fail 62552. Testing training data. 0.050107 Testing testing data. 0.061296 round 72 train_error: 0.16885 test_error: 0.18424 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501068495. Bit fail 62547. Epochs 10. Current error: 0.0500922538. Bit fail 62542. Testing training data. 0.050097 Testing testing data. 0.061401 round 73 train_error: 0.16891 test_error: 0.18449 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500965863. Bit fail 62571. Epochs 10. Current error: 0.0500858054. Bit fail 62545. Testing training data. 0.050089 Testing testing data. 0.061400 round 74 train_error: 0.16889 test_error: 0.18446 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500890538. Bit fail 62553. Epochs 10. Current error: 0.0500814766. Bit fail 62539. Testing training data. 0.050084 Testing testing data. 0.061385 round 75 train_error: 0.16889 test_error: 0.18447 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500840396. Bit fail 62549. Epochs 10. Current error: 0.0500814468. Bit fail 62544. Testing training data. 0.050084 Testing testing data. 0.061354 round 76 train_error: 0.16887 test_error: 0.18445 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500842519. Bit fail 62554. Epochs 10. Current error: 0.0500751287. Bit fail 62529. Testing training data. 0.050080 Testing testing data. 0.061378 round 77 train_error: 0.16887 test_error: 0.18452 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500797741. Bit fail 62558. Epochs 10. Current error: 0.0500731394. Bit fail 62550. Testing training data. 0.050064 Testing testing data. 0.061179 round 78 train_error: 0.16865 test_error: 0.18407 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500639491. Bit fail 62528. Epochs 10. Current error: 0.0500529744. Bit fail 62505. Testing training data. 0.050054 Testing testing data. 0.061202 round 79 train_error: 0.16866 test_error: 0.18415 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500538386. Bit fail 62518. Epochs 10. Current error: 0.0500514358. Bit fail 62501. Testing training data. 0.050057 Testing testing data. 0.061367 round 80 train_error: 0.16877 test_error: 0.18447 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500570908. Bit fail 62523. Epochs 10. Current error: 0.0500530154. Bit fail 62507. Testing training data. 0.050056 Testing testing data. 0.061408 round 81 train_error: 0.16878 test_error: 0.18452 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500559285. Bit fail 62509. Epochs 10. Current error: 0.0500502400. Bit fail 62506. Testing training data. 0.050046 Testing testing data. 0.061200 round 82 train_error: 0.16863 test_error: 0.18411 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500459149. Bit fail 62487. Epochs 10. Current error: 0.0500410423. Bit fail 62497. Testing training data. 0.050043 Testing testing data. 0.061287 round 83 train_error: 0.16867 test_error: 0.18425 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500427075. Bit fail 62500. Epochs 10. Current error: 0.0500321724. Bit fail 62505. Testing training data. 0.050047 Testing testing data. 0.061558 round 84 train_error: 0.16887 test_error: 0.18481 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500467904. Bit fail 62522. Epochs 10. Current error: 0.0500338599. Bit fail 62510. Testing training data. 0.050041 Testing testing data. 0.061469 round 85 train_error: 0.16879 test_error: 0.18462 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500408038. Bit fail 62525. Epochs 10. Current error: 0.0500270426. Bit fail 62510. Testing training data. 0.050030 Testing testing data. 0.061416 round 86 train_error: 0.16870 test_error: 0.18447 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500303693. Bit fail 62525. Epochs 10. Current error: 0.0500167310. Bit fail 62522. Testing training data. 0.050009 Testing testing data. 0.061107 round 87 train_error: 0.16844 test_error: 0.18384 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500090756. Bit fail 62505. Epochs 10. Current error: 0.0500029512. Bit fail 62493. Testing training data. 0.050007 Testing testing data. 0.061342 round 88 train_error: 0.16865 test_error: 0.18436 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500066094. Bit fail 62508. Epochs 10. Current error: 0.0499936119. Bit fail 62480. Testing training data. 0.050000 Testing testing data. 0.061364 round 89 train_error: 0.16861 test_error: 0.18435 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499995947. Bit fail 62499. Epochs 10. Current error: 0.0499834120. Bit fail 62467. Testing training data. 0.049987 Testing testing data. 0.061322 round 90 train_error: 0.16855 test_error: 0.18426 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499870367. Bit fail 62490. Epochs 10. Current error: 0.0499734059. Bit fail 62460. Testing training data. 0.049971 Testing testing data. 0.061186 round 91 train_error: 0.16840 test_error: 0.18398 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499711595. Bit fail 62459. Epochs 10. Current error: 0.0499722920. Bit fail 62474. Testing training data. 0.049968 Testing testing data. 0.061247 round 92 train_error: 0.16842 test_error: 0.18409 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499682315. Bit fail 62467. Epochs 10. Current error: 0.0499634594. Bit fail 62458. Testing training data. 0.049961 Testing testing data. 0.061261 round 93 train_error: 0.16842 test_error: 0.18413 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499606691. Bit fail 62457. Epochs 10. Current error: 0.0499531999. Bit fail 62455. Testing training data. 0.049953 Testing testing data. 0.061313 round 94 train_error: 0.16841 test_error: 0.18425 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499526747. Bit fail 62457. Epochs 10. Current error: 0.0499436222. Bit fail 62426. Testing training data. 0.049952 Testing testing data. 0.061503 round 95 train_error: 0.16851 test_error: 0.18459 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499521643. Bit fail 62459. Epochs 10. Current error: 0.0499394462. Bit fail 62431. Testing training data. 0.049940 Testing testing data. 0.061294 round 96 train_error: 0.16838 test_error: 0.18420 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499399938. Bit fail 62445. Epochs 10. Current error: 0.0499360636. Bit fail 62440. Testing training data. 0.049932 Testing testing data. 0.061246 round 97 train_error: 0.16829 test_error: 0.18406 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499320999. Bit fail 62439. Epochs 10. Current error: 0.0499324799. Bit fail 62424. Testing training data. 0.049927 Testing testing data. 0.061202 round 98 train_error: 0.16824 test_error: 0.18395 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499265566. Bit fail 62414. Epochs 10. Current error: 0.0499260947. Bit fail 62407. Testing training data. 0.049921 Testing testing data. 0.061267 round 99 train_error: 0.16827 test_error: 0.18407 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499212928. Bit fail 62422. Epochs 10. Current error: 0.0499229878. Bit fail 62423. Testing training data. 0.049917 Testing testing data. 0.061216 round 100 train_error: 0.16823 test_error: 0.18397 Cleaning up.