EXPORT MODEL
EXPORT MODEL
exports the model to current object store connection to an export location with optional framework.
Syntax
EXPORT MODEL model_name [ VERSION model_version ]
[ WITH FORMAT ( framework={ludwig,torchscript} ) ]
TO export_location
Model
- Model Name: the name of the model to export
- Model Version: the optional model version number
Export Location
Specify the export location for a supported blob store connection types, eg:
- S3:
s3://bucket/path/
- ADLS:
az://bucket/path/
- GCS:
gc://bucket/path/
The path can be fully qualified, or end in a slash which will result in the output url being appended to include a unique model name and version identifier.
Framework
The model can be exported to the following formats:
ludwig
(default) a zip file containing the native ludwig model files.torchscript
a single file that is an intermediate representation of a PyTorch model that can then be run in a high-performance environment.
Examples
The following will export the titanic model to a specific location in the current S3 connection in a triton format:
EXPORT MODEL my_model WITH FORMAT (framework='torchscript') TO 's3://bucket/path'