ModelConfigurationDetails¶

class oci.data_science.models.ModelConfigurationDetails(**kwargs)¶

Bases: object

The model configuration details.

Methods:

__init__(**kwargs)

Initializes a new ModelConfigurationDetails object with values from keyword arguments.

Attributes:

`bandwidth_mbps`	Gets the bandwidth_mbps of this ModelConfigurationDetails.
`instance_configuration`	[Required] Gets the instance_configuration of this ModelConfigurationDetails.
`maximum_bandwidth_mbps`	Gets the maximum_bandwidth_mbps of this ModelConfigurationDetails.
`model_artifact_signature_id`	Gets the model_artifact_signature_id of this ModelConfigurationDetails.
`model_id`	[Required] Gets the model_id of this ModelConfigurationDetails.
`scaling_policy`	Gets the scaling_policy of this ModelConfigurationDetails.

__init__(**kwargs)¶

Initializes a new ModelConfigurationDetails object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters

model_id (str) – The value to assign to the model_id property of this ModelConfigurationDetails.
model_artifact_signature_id (str) – The value to assign to the model_artifact_signature_id property of this ModelConfigurationDetails.
instance_configuration (oci.data_science.models.InstanceConfiguration) – The value to assign to the instance_configuration property of this ModelConfigurationDetails.
scaling_policy (oci.data_science.models.ScalingPolicy) – The value to assign to the scaling_policy property of this ModelConfigurationDetails.
bandwidth_mbps (int) – The value to assign to the bandwidth_mbps property of this ModelConfigurationDetails.
maximum_bandwidth_mbps (int) – The value to assign to the maximum_bandwidth_mbps property of this ModelConfigurationDetails.

property bandwidth_mbps¶

Gets the bandwidth_mbps of this ModelConfigurationDetails. The minimum network bandwidth for the model deployment.

Returns: The bandwidth_mbps of this ModelConfigurationDetails.
Return type: int

property instance_configuration¶

[Required] Gets the instance_configuration of this ModelConfigurationDetails.

Returns: The instance_configuration of this ModelConfigurationDetails.
Return type: oci.data_science.models.InstanceConfiguration

property maximum_bandwidth_mbps¶

Gets the maximum_bandwidth_mbps of this ModelConfigurationDetails. The maximum network bandwidth for the model deployment.

Returns: The maximum_bandwidth_mbps of this ModelConfigurationDetails.
Return type: int

property model_artifact_signature_id¶

Gets the model_artifact_signature_id of this ModelConfigurationDetails. The OCID of a model artifact signature.

Returns: The model_artifact_signature_id of this ModelConfigurationDetails.
Return type: str

property model_id¶

[Required] Gets the model_id of this ModelConfigurationDetails. The OCID of the model you want to deploy.

Returns: The model_id of this ModelConfigurationDetails.
Return type: str

property scaling_policy¶

Gets the scaling_policy of this ModelConfigurationDetails.

Returns: The scaling_policy of this ModelConfigurationDetails.
Return type: oci.data_science.models.ScalingPolicy