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Friday, August 14, 2020, 11 AM PST

Agenda / Notes

  • (Last meeting) Git LFS - all models have been migrated to Git LFS successfully!
    • This enables a one line download of all models
    • This also enables the zoo to maintain the models itself without relying on different user repositories
    • So far, this has been working well!
  • Model Zoo CI PR merged!
    • PR #307
    • Using Azure Pipelines to run ONNX Checker on only models that have been changed in the PR
    • Next iteration: check model inputs and outputs with ONNX Runtime
    • Weekly run / regression test for the models (build from source for ONNX)
    • version converter for models
  • New Models added to the Model Zoo
  • Model Updates
    • VQA (tabled for now)
    • DeepVoice (tabled for now, pending PyTorch converter bug)
    • Fixes for SqueezeNet, ResNet, SuperResolution
    • Community contributions: new flavor of GPT-2 #327, update to pre/post process of GoogleNet#333, Transformer Language model (T5 #357)
    • ML Perf model updates / inclusions
  • Model Zoo API PR is out, feedback would be very helpful!
    • Objective: API for users to easily list and obtain model files
    • onnx/models#355
  • Model Zoo SIG Intern Presentation - Kundana, Shirley, Jennifer
  • Model Zoo Website Hackathon Project - Jacky
    • github authentication
    • onnx.ai new tab for the model zoo UI
  • Community events
  • User Traffic Analysis / Analytics (RepoTraffic, RepoAnalytics)
    • Tracked in issue #51
  • Progress on last month's action items:
    • Make progress on new models (2-3 PRs at least)
      • checked in 4 new models and more to come
    • Check in Model Zoo CI and resolve caching problems
      • Model Zoo CI is working for each new PR!
      • #53
      • PR #307
    • Estimate usage adequately and budget data packs / month for Git LFS
      • Looks like previous month with increased usage was an anomaly
    • Look into adding new ONNX Runtime training models into the model zoo (Svetlana)
    • Update Model Zoo Github best practices
      • Review requirements for adding a new model (Ashwini)
        • Let's make sure it includes enough about the source model to re-export in a new opset
      • Issue templates (bug reports, etc.)
  • Formalize new action items

Attendees

  • Vinitra Swamy (Microsoft)
  • Ashwini Khade (Microsoft)
  • Shirley Su (USC)
  • Natalie Kershaw (Microsoft)
  • Kundana Pillari (UCI)
  • Svetlana Levitan
  • Faith Xu (Microsoft)
  • Jacky Chen (Microsoft)

Recorded Meeting

Topic: ONNX Model Zoo SIG Meeting Start Time : Aug 14, 2020 11:00 AM

Meeting Recording: TBA

Action Items

  • Schedule meeting to discuss version control for models (re: version converter, maintaining source framework models etc.)
  • Update Model Zoo CI to include ONNX Runtime changes
  • Estimate Git LFS usage
  • Determine integration plan / what features neet to be done for Jacky's Hackathon UI

Next Meeting

mid September