ModelDeploymentInstanceShapeConfigDetails¶

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

Bases: object

Details for the model-deployment instance shape configuration.

Attributes

`CPU_BASELINE_BASELINE_1_1`	A constant which can be used with the cpu_baseline property of a ModelDeploymentInstanceShapeConfigDetails.
`CPU_BASELINE_BASELINE_1_2`	A constant which can be used with the cpu_baseline property of a ModelDeploymentInstanceShapeConfigDetails.
`CPU_BASELINE_BASELINE_1_8`	A constant which can be used with the cpu_baseline property of a ModelDeploymentInstanceShapeConfigDetails.
`cpu_baseline`	Gets the cpu_baseline of this ModelDeploymentInstanceShapeConfigDetails.
`memory_in_gbs`	Gets the memory_in_gbs of this ModelDeploymentInstanceShapeConfigDetails.
`ocpus`	Gets the ocpus of this ModelDeploymentInstanceShapeConfigDetails.

Methods

__init__(**kwargs) Initializes a new ModelDeploymentInstanceShapeConfigDetails object with values from keyword arguments.

CPU_BASELINE_BASELINE_1_1 = 'BASELINE_1_1'¶: A constant which can be used with the cpu_baseline property of a ModelDeploymentInstanceShapeConfigDetails. This constant has a value of “BASELINE_1_1”

CPU_BASELINE_BASELINE_1_2 = 'BASELINE_1_2'¶: A constant which can be used with the cpu_baseline property of a ModelDeploymentInstanceShapeConfigDetails. This constant has a value of “BASELINE_1_2”

CPU_BASELINE_BASELINE_1_8 = 'BASELINE_1_8'¶: A constant which can be used with the cpu_baseline property of a ModelDeploymentInstanceShapeConfigDetails. This constant has a value of “BASELINE_1_8”

__init__(**kwargs)¶

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

Parameters:

ocpus (float) – The value to assign to the ocpus property of this ModelDeploymentInstanceShapeConfigDetails.
memory_in_gbs (float) – The value to assign to the memory_in_gbs property of this ModelDeploymentInstanceShapeConfigDetails.
cpu_baseline (str) – The value to assign to the cpu_baseline property of this ModelDeploymentInstanceShapeConfigDetails. Allowed values for this property are: “BASELINE_1_8”, “BASELINE_1_2”, “BASELINE_1_1”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

cpu_baseline¶

Gets the cpu_baseline of this ModelDeploymentInstanceShapeConfigDetails. The baseline OCPU utilization for a subcore burstable VM instance. If this attribute is left blank, it will default to BASELINE_1_1. The following values are supported:

BASELINE_1_8 - baseline usage is 1/8 of an OCPU. BASELINE_1_2 - baseline usage is 1/2 of an OCPU. BASELINE_1_1 - baseline usage is an entire OCPU. This represents a non-burstable instance.

Allowed values for this property are: “BASELINE_1_8”, “BASELINE_1_2”, “BASELINE_1_1”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns:	The cpu_baseline of this ModelDeploymentInstanceShapeConfigDetails.
Return type:	str

memory_in_gbs¶

Gets the memory_in_gbs of this ModelDeploymentInstanceShapeConfigDetails. A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the memory to be specified with in the range of 6 to 1024 GB. VM.Standard3.Flex memory range is between 6 to 512 GB and VM.Optimized3.Flex memory range is between 6 to 256 GB.

Returns:	The memory_in_gbs of this ModelDeploymentInstanceShapeConfigDetails.
Return type:	float

ocpus¶

Gets the ocpus of this ModelDeploymentInstanceShapeConfigDetails. A model-deployment instance of type VM.Standard.E3.Flex or VM.Standard.E4.Flex allows the ocpu count to be specified with in the range of 1 to 64 ocpu. VM.Standard3.Flex OCPU range is between 1 to 32 ocpu and for VM.Optimized3.Flex OCPU range is 1 to 18 ocpu.

Returns:	The ocpus of this ModelDeploymentInstanceShapeConfigDetails.
Return type:	float