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feat: local registry #421

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merged 1 commit into from
May 31, 2023
Merged

Commits on May 31, 2023

  1. feat: local registry

    A local registry saves the metrics (which are currently implemented on a per-round basis) to a ~/flame-log directory.
    The structure of this directory is flame-log --> job_id --> task_id --> {model, params, metrics}.
    Each metric is saved in its own separate csv.
    
    Additionally, the method signatures for __call__ were changed, and the method signatures for save_params were aligned to what the MLFlow registry has used.
    mlflow_runname was moved from flame/common/util.py to flame/registry/mlflow.py.
    GustavBaumgart committed May 31, 2023
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