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Fusion 5.12
    Fusion 5.12

    Upload Model Parameters to Cloud Job

    The Upload Model Parameters to Cloud job allows you to take a trained model and store its training to a blob in cloud storage, such as Google Cloud Storage (GCS), Amazon S3 (S3), or Azure Blob Storage.

    See Creating the Upload Model Parameters to Cloud Job for more information on creating the job and deploying a model with it.

    With the release of Fusion 5.4, the Create Seldon Core Model Deployment job has been updated in conjunction so that it can pull down the saved model blobs and use them in deploying a new instance of the model, allowing for easier transference and versioning of trained models for rollback and testing.

    Upload a trained model's parameters to cloud storage

    id - stringrequired

    The ID for this job. Used in the API to reference this job. Allowed characters: a-z, A-Z, dash (-) and underscore (_)

    <= 63 characters

    Match pattern: [a-zA-Z][_\-a-zA-Z0-9]*[a-zA-Z0-9]?

    sparkConfig - array[object]

    Provide additional key/value pairs to be injected into the training JSON map at runtime. Values will be inserted as-is, so use " to surround string values

    object attributes:{key required : {
     display name: Parameter Name
     type: string
    }
    value : {
     display name: Parameter Value
     type: string
    }
    }

    writeOptions - array[object]

    Options used when writing output to Solr or other sources

    object attributes:{key required : {
     display name: Parameter Name
     type: string
    }
    value : {
     display name: Parameter Value
     type: string
    }
    }

    readOptions - array[object]

    Options used when reading input from Solr or other sources.

    object attributes:{key required : {
     display name: Parameter Name
     type: string
    }
    value : {
     display name: Parameter Value
     type: string
    }
    }

    modelName - stringrequired

    The model name of the Seldon Core deployment to upload (must be a valid lowercased DNS subdomain with no underscores).

    <= 30 characters

    Match pattern: ^[a-z0-9]([-a-z0-9]*[a-z0-9])?(\.[a-z0-9]([-a-z0-9]*[a-z0-9])?)*$

    cloudPath - string

    Path to cloud storage location that will contain the saved parameters for this model - the model version will be appended to the filename at the end of the path string. Supports S3, GCS, or Azure Blob Storage URIs

    cloudSecret - string

    Defines the Kubernetes secret that will be used to access cloud storage

    type - stringrequired

    Default: argo-upload-model

    Allowed values: argo-upload-model