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
\ ...