Kastan | - Get a reply from PDG machine learning folks - Scheduled for Monday 12/20 Begin collaboration with IN-CORE grad student Tu Nguyen on building-type classification workflow.
- PDG: Successful orientation meeting.
- Does Codeflare support current SOTA models (like MASK R-CNN) used by PDG? No.. only
sklearn . - PDG colab: They need data pipelines for ML & ML training pipelines (see post-meeting email for details). My concern: Codeflare satisfies only a small part of their needs, they primarily need data ops (like Airflow and Spotify's Luigi).
- IN-CORE colab: They have data, need customized ML. I can help them use Codeflare to get better ML performance.
- Ensure Dask worker.distributed for XGBoost works on HAL (currently, workers getting killed by garbage collector)
- Talk to HAL admins about Ray support (for IBM Codeflare). Currently unsupported on
ppcle .
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