Adds a surrogate model to an existing a model without uploading an artifact.
Note
Before calling this function, you must have already added a model using
add_model.
Surrogate models are not supported for input_type = fdl.ModelInputType.TEXT
| Input Parameter | Type | Default | Description |
|---|---|---|---|
| project_id | str | None | A unique identifier for the project. |
| model_id | str | None | A unique identifier for the model. |
| deployment_params | Optional[fdl.DeploymentParams] | None | Deployment parameters object for tuning the model deployment spec. |
PROJECT_ID = 'example_project'
MODEL_ID = 'example_model'
client.add_model_surrogate(
project_id=PROJECT_ID,
model_id=MODEL_ID
)
# with deployment_params
client.add_model_surrogate(
project_id=PROJECT_ID,
model_id=MODEL_ID,
deployment_params=fdl.DeploymentParams(cpu=250, memory=500)
)
| Return Type | Description |
|---|---|
| None | Returns None |