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  1. ATLAS Flavour Tagging
  2. AFT-446

Qualification task for Andrea Di Luca

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Details

    • Task
    • Resolution: Done
    • Major
    • None
    • None
    • Algorithms, QualificationTask
    • None

    Description

      diluca will work on the support and development of the DL1 tagger and training software for release 21 and will work in collaboration with the current DL1 team on the new training software being developed to improve training time and flexibility. He will continue to develop the flexible hyperparameter optimization software, enable random search and potentially bayesian methods, and ensure that such optimizations can be performed on batch systems. Andrea will also perform model comparison tests, and he will help in the training studies to understand and mitigate the effects of pileup. This work will be documented in an ATLAS internal note, twiki, or code repository README, as appropriate.

       
      Local Supervisor: riuppa

      Technical Supervisor: cpollard

      Start Date: 2019-05-30
       

       CC: cristinz rateixei

      Attachments

        1. 01-QT_update-diluca_v2.pdf
          1.25 MB
        2. 02-update.pdf
          1.13 MB
        3. 03-update_diluca.pdf
          1.96 MB
        4. 04-update.pdf
          1.85 MB
        5. 05-update.pdf
          2.27 MB
        6. 18_07_2019-QT_presentation.pdf
          1.04 MB
        7. b-eff_tracks.png
          b-eff_tracks.png
          18 kB
        8. b-eff_vs_pT_DL1r-comparisons-MC16d_ttbar.pdf
          20 kB
        9. c_rej.png
          c_rej.png
          25 kB
        10. c-rej_first_attemp_rec_DL1r.png
          c-rej_first_attemp_rec_DL1r.png
          29 kB
        11. crej_p4060.png
          crej_p4060.png
          95 kB
        12. c-rej_second_attemp_rec_DL1r.png
          c-rej_second_attemp_rec_DL1r.png
          27 kB
        13. c-rej_tracks.png
          c-rej_tracks.png
          15 kB
        14. crej_urej_WP77_perepoch.png
          crej_urej_WP77_perepoch.png
          413 kB
        15. c-rej_vs_pT_DL1r-comparisons-MC16d_ttbar.pdf
          20 kB
        16. DL1r_input-var_correlation.png
          DL1r_input-var_correlation.png
          2.26 MB
        17. epoch_l_c_rej.png
          epoch_l_c_rej.png
          71 kB
        18. image-2019-10-15-12-40-01-846.png
          image-2019-10-15-12-40-01-846.png
          17 kB
        19. l_rej.png
          l_rej.png
          26 kB
        20. loss_f.png
          loss_f.png
          87 kB
        21. l-rej_tracks.png
          l-rej_tracks.png
          16 kB
        22. l-rej_vs_pT_DL1r-comparisons-MC16d_ttbar.pdf
          19 kB
        23. pt_1.png
          pt_1.png
          16 kB
        24. pt_2.png
          pt_2.png
          15 kB
        25. u-rej_first_attemp_rec_DL1r.png
          u-rej_first_attemp_rec_DL1r.png
          31 kB
        26. urej_p4060.png
          urej_p4060.png
          112 kB
        27. u-rej_second_attemp_rec_DL1r.png
          u-rej_second_attemp_rec_DL1r.png
          25 kB
        28. var_DL1.pdf
          1.06 MB

        Activity

          People

            diluca Andrea Di Luca
            cpollard Chris Pollard
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            Dates

              Created:
              Updated:
              Resolved: