INNER CODE UNIT · Python
deployment_package
neuralmagic/sparsezoo · src/sparsezoo/deployment_package/main.py:27
def deployment_package(
task: Optional[str] = None,
dataset: Optional[str] = None,
scenario: Optional[str] = None,
optimizing_metric: Optional[Union[Iterable[str], str]] = None,
**kwargs,
) -> Mapping[str, Any]:
"""
A function that returns appropriate SparseZoo stub or deployment directory given
the task or dataset, optimizing criterions and a deployment scenario
:param task: str A supported task
:param dataset: str The public dataset this model was trained for
:param scenario: Optional[str] `VNNI` or `vnni for a VNNI compatible machine
:param optimizing_metric: an optional string or list of strings
representing different metrics to prioritize for when searching for models
:return: A dict type object with the relevant stub and model metrics
"""