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Thursday March 09, 2020 at 1:00pm PST

Agenda / Notes

  • Introductions
    • Where to find past meeting minutes, Zoom recordings
  • Discuss guidelines for accepting models
    • Overall, good start
    • Suggestion: specify which converter a model comes from
  • Add to list of upcoming ONNX events
  • Proposed Models list
  • Git LFS migration
  • New ONNX Docker Images
  • Progress on last month's action items:
    • Move models in model zoo to Git LFS, standardize READMEs.
      • Include guidelines on git commands that are relevant to LFS.
    • Develop a CI for Model Zoo.
      • Base requirement: run ONNX checker on each model.
    • Draft of guidelines for new models to be added to the ONNX ecosystem.
    • Create list of known upcoming ONNX community events
    • Investigate Model Zoo analytics on Github
    • Investigate new models to be added to the model zoo (NLP)
  • Formalize new action items

Attendees

  • Vinitra Swamy (Microsoft)
  • Svetlana Levitan (IBM)
  • Ksenija Stanojevic (Microsoft)
  • Rajeev Rao (nVidia)
  • Faith Xu (Microsoft)
  • Prasanth Pulavarthi (Microsoft)
  • Kevin Chen

Notes

  • SIG Name Change
    • After presenting the new "Outreach" name for the SIG to the Steering committee, the consensus was that the name does not entirely reflect the larger technical charter of this SIG.
    • "Model Zoo, Tutorials, and Conferences" is a bit long as well.
    • Let Vinitra know if you have any ideas!

Recorded Meeting

Topic: Model Zoo + Tutorials SIG, Meeting #2 Date: Mar 9, 2020 01:00 PM Pacific Time (US and Canada)

Meeting Recording: https://zoom.us/rec/share/9eh3P4vX7XxOaNbNs27Qd-0AI4W9X6a80CkYq_MFyE08t83h2I8erfafZyiexUd0

Action Items

  • Everyone - Add to list of known upcoming ONNX community events
  • Continue moving models to GIT LFS
    • Prasanth
    • Ksenija
    • Rajeev
    • Instructions:
      • Example PR for Git LFS Migration (Emotion FER+)
      • Navigate to github page and download model from links on github page
      • Create a model folder (for the .onnx files, the .tar.gz files, and the md5 file)
        • Consolidate the MD5 files (if there are multiple), into one file
          • 5138c2e24f45d391be3e9e53f5732e02 bertsquad-8.onnx dc59794145b4a37995a2667370dc3d6f bertsquad-10.onnx
        • If there are only .tar.gz files, and not .onnx files, make sure to extract .onnx files from the tar.gz and update the README
        • Naming conventions can be found in the sample PR (i.e. bert-squad-8.onnx and bert-squad-8.tar.gz)
      • If there are other relevant files already in the folder, create a "dependencies" folder and move those scripts there -- see BERT for example.
      • Simply git commit / push with the files in the correct locations
      • Remember to use absolute file links instead of relative file links in the README
  • XXX - Investigate Model Zoo analytics on Github
  • XXX - Proposal to deal with versioning of Model Zoo models
  • XXX - Guidelines for addition of tutorials
  • Vinitra - Formalize CI Plan for Model Zoo

Next Meeting

early April