Artifacts

Artifacts may be stored in two methods:

  1. Against a specific model version
  2. Against a specific experiment run (of a model version)

It is advised to utilize the file encoding & compression parameters when available, as this will allow for analysis of experiment artifacts between runs.

Common Metadata Stored

  • sha256 sum
  • Content-type
  • Compression parameters
  • File name
  • Artifact name

Model Version Artifacts

Model version artifacts provide an artifact name, and additional optional JSON encoded metadata.

Experiment Artifacts

Experiment artifacts provide an artifact name.