Validate Command

It is possible to investigate a checkpoint file and determine if the environment matches, or if anemoi packages differ in version between the inference and the training environment.

This can be very useful to resolve issues when running an older or shared checkpoint.

Usage

Validate the virtual environment against a checkpoint file.

usage: anemoi-inference validate [-h] [--all-packages]
                                 [--on-difference {warn,error,ignore}]
                                 [--exempt-packages [EXEMPT_PACKAGES ...]]
                                 checkpoint

Positional Arguments

checkpoint: Path to checkpoint file.

Named Arguments

--all-packages

Check all packages in the environment.

Default: False

--on-difference

Possible choices: warn, error, ignore

What to do on difference.

Default: “warn”

--exempt-packages

List of packages to exempt from the check.