Parameters: training_file: /data/www/scr_prediction/tmp/L-SS-RSA-CB14-PSSM-PBL_CSV-PBL_FRC-PSIPRED-RSAPRED/nnetwork/training_set.nn testing_file: /data/www/scr_prediction/tmp/L-SS-RSA-CB14-PSSM-PBL_CSV-PBL_FRC-PSIPRED-RSAPRED/nnetwork/monitoring_set.nn num_input: 429 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: 0.1390157789. Bit fail 63515. Epochs 10. Current error: 0.0719251707. Bit fail 63137. Testing training data. 0.066920 Testing testing data. 0.070021 round 1 train_error: 0.20339 test_error: 0.20948 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0669199899. Bit fail 63111. Epochs 10. Current error: 0.0606146678. Bit fail 63228. Testing training data. 0.060169 Testing testing data. 0.062433 round 2 train_error: 0.19303 test_error: 0.19793 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0601688474. Bit fail 63219. Epochs 10. Current error: 0.0573891848. Bit fail 63140. Testing training data. 0.057231 Testing testing data. 0.060313 round 3 train_error: 0.18537 test_error: 0.19048 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0572306663. Bit fail 63133. Epochs 10. Current error: 0.0561657511. Bit fail 63083. Testing training data. 0.056038 Testing testing data. 0.060966 round 4 train_error: 0.18369 test_error: 0.19078 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0560377687. Bit fail 63068. Epochs 10. Current error: 0.0553111248. Bit fail 62989. Testing training data. 0.055243 Testing testing data. 0.060863 round 5 train_error: 0.18160 test_error: 0.18982 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0552432835. Bit fail 62975. Epochs 10. Current error: 0.0546972379. Bit fail 63038. Testing training data. 0.054549 Testing testing data. 0.060418 round 6 train_error: 0.18025 test_error: 0.18870 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0545487702. Bit fail 63007. Epochs 10. Current error: 0.0542018078. Bit fail 62972. Testing training data. 0.054139 Testing testing data. 0.059893 round 7 train_error: 0.17861 test_error: 0.18653 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0541389100. Bit fail 62954. Epochs 10. Current error: 0.0537359565. Bit fail 63002. Testing training data. 0.053715 Testing testing data. 0.060188 round 8 train_error: 0.17805 test_error: 0.18733 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0537150204. Bit fail 62983. Epochs 10. Current error: 0.0535006039. Bit fail 62963. Testing training data. 0.053460 Testing testing data. 0.059940 round 9 train_error: 0.17775 test_error: 0.18697 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0534596294. Bit fail 62970. Epochs 10. Current error: 0.0532099679. Bit fail 62989. Testing training data. 0.053190 Testing testing data. 0.060010 round 10 train_error: 0.17744 test_error: 0.18706 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0531900190. Bit fail 63006. Epochs 10. Current error: 0.0529997125. Bit fail 62960. Testing training data. 0.053003 Testing testing data. 0.059275 round 11 train_error: 0.17620 test_error: 0.18512 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0530031025. Bit fail 62966. Epochs 10. Current error: 0.0528961048. Bit fail 62995. Testing training data. 0.052871 Testing testing data. 0.060040 round 12 train_error: 0.17651 test_error: 0.18657 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0528709628. Bit fail 62990. Epochs 10. Current error: 0.0527007058. Bit fail 63001. Testing training data. 0.052690 Testing testing data. 0.059837 round 13 train_error: 0.17582 test_error: 0.18586 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0526904054. Bit fail 63000. Epochs 10. Current error: 0.0525268279. Bit fail 62928. Testing training data. 0.052492 Testing testing data. 0.060090 round 14 train_error: 0.17527 test_error: 0.18596 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0524919517. Bit fail 62926. Epochs 10. Current error: 0.0523792617. Bit fail 62854. Testing training data. 0.052347 Testing testing data. 0.059781 round 15 train_error: 0.17481 test_error: 0.18534 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0523473173. Bit fail 62928. Epochs 10. Current error: 0.0522449613. Bit fail 62916. Testing training data. 0.052222 Testing testing data. 0.059903 round 16 train_error: 0.17438 test_error: 0.18509 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0522222482. Bit fail 62922. Epochs 10. Current error: 0.0521247685. Bit fail 62912. Testing training data. 0.052108 Testing testing data. 0.060382 round 17 train_error: 0.17454 test_error: 0.18608 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0521081947. Bit fail 62905. Epochs 10. Current error: 0.0519460104. Bit fail 62891. Testing training data. 0.051946 Testing testing data. 0.059536 round 18 train_error: 0.17335 test_error: 0.18400 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0519457832. Bit fail 62883. Epochs 10. Current error: 0.0518650897. Bit fail 62886. Testing training data. 0.051847 Testing testing data. 0.060302 round 19 train_error: 0.17401 test_error: 0.18581 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0518471226. Bit fail 62911. Epochs 10. Current error: 0.0517665222. Bit fail 62906. Testing training data. 0.051746 Testing testing data. 0.060392 round 20 train_error: 0.17379 test_error: 0.18591 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0517456643. Bit fail 62889. Epochs 10. Current error: 0.0516313799. Bit fail 62890. Testing training data. 0.051607 Testing testing data. 0.060214 round 21 train_error: 0.17334 test_error: 0.18541 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0516067073. Bit fail 62894. Epochs 10. Current error: 0.0515753813. Bit fail 62876. Testing training data. 0.051552 Testing testing data. 0.060263 round 22 train_error: 0.17330 test_error: 0.18553 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0515516289. Bit fail 62872. Epochs 10. Current error: 0.0514954552. Bit fail 62870. Testing training data. 0.051469 Testing testing data. 0.060205 round 23 train_error: 0.17305 test_error: 0.18527 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0514690764. Bit fail 62882. Epochs 10. Current error: 0.0514176264. Bit fail 62894. Testing training data. 0.051388 Testing testing data. 0.060355 round 24 train_error: 0.17307 test_error: 0.18558 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0513877273. Bit fail 62880. Epochs 10. Current error: 0.0513508618. Bit fail 62850. Testing training data. 0.051351 Testing testing data. 0.060241 round 25 train_error: 0.17285 test_error: 0.18520 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0513507314. Bit fail 62858. Epochs 10. Current error: 0.0512769967. Bit fail 62841. Testing training data. 0.051260 Testing testing data. 0.060121 round 26 train_error: 0.17252 test_error: 0.18488 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0512601659. Bit fail 62829. Epochs 10. Current error: 0.0512343124. Bit fail 62855. Testing training data. 0.051227 Testing testing data. 0.060367 round 27 train_error: 0.17263 test_error: 0.18540 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0512265041. Bit fail 62843. Epochs 10. Current error: 0.0511873364. Bit fail 62829. Testing training data. 0.051171 Testing testing data. 0.060366 round 28 train_error: 0.17242 test_error: 0.18522 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0511709750. Bit fail 62823. Epochs 10. Current error: 0.0511334725. Bit fail 62781. Testing training data. 0.051119 Testing testing data. 0.060358 round 29 train_error: 0.17223 test_error: 0.18512 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0511194691. Bit fail 62773. Epochs 10. Current error: 0.0510504916. Bit fail 62759. Testing training data. 0.051054 Testing testing data. 0.060693 round 30 train_error: 0.17234 test_error: 0.18580 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0510537773. Bit fail 62748. Epochs 10. Current error: 0.0509938672. Bit fail 62768. Testing training data. 0.050981 Testing testing data. 0.060374 round 31 train_error: 0.17181 test_error: 0.18488 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0509808324. Bit fail 62780. Epochs 10. Current error: 0.0509431586. Bit fail 62780. Testing training data. 0.050942 Testing testing data. 0.060544 round 32 train_error: 0.17184 test_error: 0.18521 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0509418100. Bit fail 62786. Epochs 10. Current error: 0.0508950315. Bit fail 62779. Testing training data. 0.050892 Testing testing data. 0.060526 round 33 train_error: 0.17169 test_error: 0.18509 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0508917645. Bit fail 62755. Epochs 10. Current error: 0.0508829579. Bit fail 62739. Testing training data. 0.051162 Testing testing data. 0.060921 round 34 train_error: 0.17215 test_error: 0.18572 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0511621945. Bit fail 62768. Epochs 10. Current error: 0.0508102849. Bit fail 62778. Testing training data. 0.050796 Testing testing data. 0.060895 round 35 train_error: 0.17161 test_error: 0.18566 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0507956445. Bit fail 62763. Epochs 10. Current error: 0.0507674031. Bit fail 62744. Testing training data. 0.050762 Testing testing data. 0.060691 round 36 train_error: 0.17134 test_error: 0.18512 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0507619791. Bit fail 62745. Epochs 10. Current error: 0.0507211573. Bit fail 62714. Testing training data. 0.050712 Testing testing data. 0.060673 round 37 train_error: 0.17114 test_error: 0.18496 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0507117882. Bit fail 62711. Epochs 10. Current error: 0.0506724790. Bit fail 62666. Testing training data. 0.050665 Testing testing data. 0.060829 round 38 train_error: 0.17112 test_error: 0.18521 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0506646298. Bit fail 62661. Epochs 10. Current error: 0.0506205931. Bit fail 62669. Testing training data. 0.050607 Testing testing data. 0.060807 round 39 train_error: 0.17097 test_error: 0.18511 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0506070331. Bit fail 62668. Epochs 10. Current error: 0.0505780168. Bit fail 62651. Testing training data. 0.050564 Testing testing data. 0.060813 round 40 train_error: 0.17080 test_error: 0.18494 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0505640842. Bit fail 62637. Epochs 10. Current error: 0.0505143814. Bit fail 62603. Testing training data. 0.050503 Testing testing data. 0.060798 round 41 train_error: 0.17055 test_error: 0.18473 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0505032577. Bit fail 62610. Epochs 10. Current error: 0.0504601300. Bit fail 62561. Testing training data. 0.050458 Testing testing data. 0.060842 round 42 train_error: 0.17044 test_error: 0.18477 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0504578613. Bit fail 62580. Epochs 10. Current error: 0.0504508764. Bit fail 62588. Testing training data. 0.050455 Testing testing data. 0.061164 round 43 train_error: 0.17063 test_error: 0.18540 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0504551940. Bit fail 62603. Epochs 10. Current error: 0.0504224449. Bit fail 62572. Testing training data. 0.050420 Testing testing data. 0.061076 round 44 train_error: 0.17040 test_error: 0.18509 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0504198968. Bit fail 62570. Epochs 10. Current error: 0.0503787398. Bit fail 62544. Testing training data. 0.050382 Testing testing data. 0.060554 round 45 train_error: 0.16989 test_error: 0.18392 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0503821969. Bit fail 62546. Epochs 10. Current error: 0.0503747873. Bit fail 62562. Testing training data. 0.050374 Testing testing data. 0.061097 round 46 train_error: 0.17028 test_error: 0.18508 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0503736697. Bit fail 62560. Epochs 10. Current error: 0.0503527485. Bit fail 62524. Testing training data. 0.050350 Testing testing data. 0.061111 round 47 train_error: 0.17022 test_error: 0.18507 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0503503233. Bit fail 62530. Epochs 10. Current error: 0.0503305458. Bit fail 62527. Testing training data. 0.050333 Testing testing data. 0.061082 round 48 train_error: 0.17015 test_error: 0.18502 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0503332950. Bit fail 62514. Epochs 10. Current error: 0.0503177084. Bit fail 62518. Testing training data. 0.050315 Testing testing data. 0.061114 round 49 train_error: 0.17011 test_error: 0.18503 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0503146648. Bit fail 62510. Epochs 10. Current error: 0.0502850935. Bit fail 62503. Testing training data. 0.050286 Testing testing data. 0.061271 round 50 train_error: 0.17009 test_error: 0.18527 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0502856895. Bit fail 62495. Epochs 10. Current error: 0.0502526797. Bit fail 62522. Testing training data. 0.050255 Testing testing data. 0.061160 round 51 train_error: 0.16995 test_error: 0.18499 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0502550378. Bit fail 62522. Epochs 10. Current error: 0.0502261557. Bit fail 62507. Testing training data. 0.050241 Testing testing data. 0.061588 round 52 train_error: 0.17022 test_error: 0.18594 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0502413064. Bit fail 62518. Epochs 10. Current error: 0.0502207763. Bit fail 62509. Testing training data. 0.050224 Testing testing data. 0.061399 round 53 train_error: 0.16991 test_error: 0.18536 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0502237156. Bit fail 62514. Epochs 10. Current error: 0.0501984470. Bit fail 62498. Testing training data. 0.050197 Testing testing data. 0.061359 round 54 train_error: 0.16977 test_error: 0.18522 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501971319. Bit fail 62500. Epochs 10. Current error: 0.0501742847. Bit fail 62482. Testing training data. 0.050164 Testing testing data. 0.061129 round 55 train_error: 0.16954 test_error: 0.18468 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501643345. Bit fail 62478. Epochs 10. Current error: 0.0501571558. Bit fail 62462. Testing training data. 0.050154 Testing testing data. 0.061413 round 56 train_error: 0.16958 test_error: 0.18508 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501539633. Bit fail 62475. Epochs 10. Current error: 0.0501449369. Bit fail 62451. Testing training data. 0.050150 Testing testing data. 0.061613 round 57 train_error: 0.16966 test_error: 0.18550 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501504466. Bit fail 62454. Epochs 10. Current error: 0.0501275994. Bit fail 62474. Testing training data. 0.050130 Testing testing data. 0.061471 round 58 train_error: 0.16961 test_error: 0.18530 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501296856. Bit fail 62469. Epochs 10. Current error: 0.0500973724. Bit fail 62451. Testing training data. 0.050102 Testing testing data. 0.061542 round 59 train_error: 0.16960 test_error: 0.18543 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0501018800. Bit fail 62441. Epochs 10. Current error: 0.0500886850. Bit fail 62452. Testing training data. 0.050083 Testing testing data. 0.061324 round 60 train_error: 0.16942 test_error: 0.18497 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500826836. Bit fail 62441. Epochs 10. Current error: 0.0500642397. Bit fail 62433. Testing training data. 0.050064 Testing testing data. 0.061464 round 61 train_error: 0.16941 test_error: 0.18516 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500636511. Bit fail 62427. Epochs 10. Current error: 0.0500374101. Bit fail 62403. Testing training data. 0.050037 Testing testing data. 0.060992 round 62 train_error: 0.16906 test_error: 0.18422 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500373915. Bit fail 62391. Epochs 10. Current error: 0.0500255302. Bit fail 62399. Testing training data. 0.050030 Testing testing data. 0.061583 round 63 train_error: 0.16937 test_error: 0.18532 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500296429. Bit fail 62403. Epochs 10. Current error: 0.0500064641. Bit fail 62380. Testing training data. 0.050012 Testing testing data. 0.061562 round 64 train_error: 0.16931 test_error: 0.18522 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0500124395. Bit fail 62396. Epochs 10. Current error: 0.0499843471. Bit fail 62383. Testing training data. 0.049973 Testing testing data. 0.061134 round 65 train_error: 0.16890 test_error: 0.18429 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499725714. Bit fail 62369. Epochs 10. Current error: 0.0499692187. Bit fail 62394. Testing training data. 0.049966 Testing testing data. 0.061467 round 66 train_error: 0.16915 test_error: 0.18497 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499663353. Bit fail 62384. Epochs 10. Current error: 0.0499359369. Bit fail 62379. Testing training data. 0.049930 Testing testing data. 0.061354 round 67 train_error: 0.16901 test_error: 0.18473 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499301068. Bit fail 62365. Epochs 10. Current error: 0.0499210916. Bit fail 62351. Testing training data. 0.049927 Testing testing data. 0.061694 round 68 train_error: 0.16914 test_error: 0.18536 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499266200. Bit fail 62340. Epochs 10. Current error: 0.0499065183. Bit fail 62347. Testing training data. 0.049910 Testing testing data. 0.061674 round 69 train_error: 0.16902 test_error: 0.18520 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0499097146. Bit fail 62359. Epochs 10. Current error: 0.0498888940. Bit fail 62343. Testing training data. 0.049894 Testing testing data. 0.061731 round 70 train_error: 0.16901 test_error: 0.18531 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0498940349. Bit fail 62357. Epochs 10. Current error: 0.0498759970. Bit fail 62338. Testing training data. 0.049882 Testing testing data. 0.061717 round 71 train_error: 0.16895 test_error: 0.18519 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0498823300. Bit fail 62334. Epochs 10. Current error: 0.0498627685. Bit fail 62347. Testing training data. 0.049866 Testing testing data. 0.061647 round 72 train_error: 0.16892 test_error: 0.18508 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0498664640. Bit fail 62340. Epochs 10. Current error: 0.0498511717. Bit fail 62364. Testing training data. 0.049843 Testing testing data. 0.061512 round 73 train_error: 0.16880 test_error: 0.18480 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0498425998. Bit fail 62369. Epochs 10. Current error: 0.0498323180. Bit fail 62361. Testing training data. 0.049823 Testing testing data. 0.061404 round 74 train_error: 0.16867 test_error: 0.18453 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0498233810. Bit fail 62371. Epochs 10. Current error: 0.0498196743. Bit fail 62365. Testing training data. 0.049829 Testing testing data. 0.061660 round 75 train_error: 0.16881 test_error: 0.18503 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0498289540. Bit fail 62375. Epochs 10. Current error: 0.0498158112. Bit fail 62369. Testing training data. 0.049821 Testing testing data. 0.061659 round 76 train_error: 0.16883 test_error: 0.18509 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0498206094. Bit fail 62387. Epochs 10. Current error: 0.0497996509. Bit fail 62364. Testing training data. 0.049821 Testing testing data. 0.061956 round 77 train_error: 0.16903 test_error: 0.18577 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0498212911. Bit fail 62374. Epochs 10. Current error: 0.0498019345. Bit fail 62354. Testing training data. 0.049792 Testing testing data. 0.061367 round 78 train_error: 0.16852 test_error: 0.18445 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0497920141. Bit fail 62335. Epochs 10. Current error: 0.0497832671. Bit fail 62363. Testing training data. 0.049791 Testing testing data. 0.061691 round 79 train_error: 0.16876 test_error: 0.18517 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0497913137. Bit fail 62364. Epochs 10. Current error: 0.0497757196. Bit fail 62351. Testing training data. 0.049779 Testing testing data. 0.061657 round 80 train_error: 0.16866 test_error: 0.18502 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0497793183. Bit fail 62368. Epochs 10. Current error: 0.0497722700. Bit fail 62361. Testing training data. 0.049781 Testing testing data. 0.061834 round 81 train_error: 0.16880 test_error: 0.18542 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0497813411. Bit fail 62353. Epochs 10. Current error: 0.0497627892. Bit fail 62320. Testing training data. 0.049761 Testing testing data. 0.061454 round 82 train_error: 0.16842 test_error: 0.18453 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0497612804. Bit fail 62325. Epochs 10. Current error: 0.0497579984. Bit fail 62338. Testing training data. 0.049760 Testing testing data. 0.061679 round 83 train_error: 0.16857 test_error: 0.18497 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0497602634. Bit fail 62333. Epochs 10. Current error: 0.0497694947. Bit fail 62336. Testing training data. 0.049756 Testing testing data. 0.061892 round 84 train_error: 0.16869 test_error: 0.18547 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0497555099. Bit fail 62335. Epochs 10. Current error: 0.0497411937. Bit fail 62307. Testing training data. 0.049746 Testing testing data. 0.061736 round 85 train_error: 0.16851 test_error: 0.18505 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0497457087. Bit fail 62312. Epochs 10. Current error: 0.0497342795. Bit fail 62298. Testing training data. 0.049738 Testing testing data. 0.061764 round 86 train_error: 0.16852 test_error: 0.18507 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0497379154. Bit fail 62311. Epochs 10. Current error: 0.0497216545. Bit fail 62289. Testing training data. 0.049725 Testing testing data. 0.061737 round 87 train_error: 0.16847 test_error: 0.18497 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0497250631. Bit fail 62293. Epochs 10. Current error: 0.0497126058. Bit fail 62297. Testing training data. 0.049716 Testing testing data. 0.061770 round 88 train_error: 0.16845 test_error: 0.18498 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0497156493. Bit fail 62300. Epochs 10. Current error: 0.0497021861. Bit fail 62291. Testing training data. 0.049700 Testing testing data. 0.061704 round 89 train_error: 0.16836 test_error: 0.18484 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0497002564. Bit fail 62294. Epochs 10. Current error: 0.0496845767. Bit fail 62280. Testing training data. 0.049693 Testing testing data. 0.061807 round 90 train_error: 0.16840 test_error: 0.18503 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0496928059. Bit fail 62292. Epochs 10. Current error: 0.0496806502. Bit fail 62294. Testing training data. 0.049677 Testing testing data. 0.061722 round 91 train_error: 0.16825 test_error: 0.18476 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0496768244. Bit fail 62282. Epochs 10. Current error: 0.0496801063. Bit fail 62288. Testing training data. 0.049670 Testing testing data. 0.061769 round 92 train_error: 0.16825 test_error: 0.18484 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0496698432. Bit fail 62295. Epochs 10. Current error: 0.0496616438. Bit fail 62277. Testing training data. 0.049666 Testing testing data. 0.061921 round 93 train_error: 0.16836 test_error: 0.18513 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0496661849. Bit fail 62266. Epochs 10. Current error: 0.0496507138. Bit fail 62245. Testing training data. 0.049655 Testing testing data. 0.061906 round 94 train_error: 0.16832 test_error: 0.18509 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0496548340. Bit fail 62242. Epochs 10. Current error: 0.0496526882. Bit fail 62211. Testing training data. 0.049661 Testing testing data. 0.061944 round 95 train_error: 0.16836 test_error: 0.18516 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0496614352. Bit fail 62221. Epochs 10. Current error: 0.0497002676. Bit fail 62178. Testing training data. 0.049694 Testing testing data. 0.061802 round 96 train_error: 0.16832 test_error: 0.18499 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0496935397. Bit fail 62165. Epochs 10. Current error: 0.0496684723. Bit fail 62127. Testing training data. 0.049671 Testing testing data. 0.061833 round 97 train_error: 0.16820 test_error: 0.18503 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0496715009. Bit fail 62132. Epochs 10. Current error: 0.0496720821. Bit fail 62156. Testing training data. 0.049667 Testing testing data. 0.062039 round 98 train_error: 0.16826 test_error: 0.18539 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0496671535. Bit fail 62152. Epochs 10. Current error: 0.0496525541. Bit fail 62144. Testing training data. 0.049651 Testing testing data. 0.062177 round 99 train_error: 0.16826 test_error: 0.18560 Max epochs 10. Desired error: 0.0000000000. Epochs 1. Current error: 0.0496512204. Bit fail 62138. Epochs 10. Current error: 0.0496181734. Bit fail 62109. Testing training data. 0.049621 Testing testing data. 0.062064 round 100 train_error: 0.16817 test_error: 0.18543 Cleaning up.