aws

Experiment Persistence

Experiment artifacts are persisted either locally or to S3 depending on the use of the –local flag when running the experiment command and will produce a local output structure as shown below:

experiment path
  |- models
  |    |
  |    \- h_{forecast horizon}
  |           |-fit_model.joblib
  |           |-bootstrap
  |                |
  |                |- bootstrap_model_{random seed}
  |
  |- forecast
  |    |
  |    |- common_meta.parquet
  |    |- forecast_partition_0_meta.parquet
  |    |- forecast_partition_0.parquet
  |    \  ...
  |
  |- validation
       |
       |- metrics.json
       \- {validation split}
              |
              |- validation_partition_0_meta.parquet
              |- validation_partition_0.parquet
              \  ...