ModelDeploymentShapeSummary¶

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

Bases: object

The compute shape used to launch a model deployment compute instance.

Attributes

`SHAPE_SERIES_AMD_ROME`	A constant which can be used with the shape_series property of a ModelDeploymentShapeSummary.
`SHAPE_SERIES_ARM`	A constant which can be used with the shape_series property of a ModelDeploymentShapeSummary.
`SHAPE_SERIES_GENERIC`	A constant which can be used with the shape_series property of a ModelDeploymentShapeSummary.
`SHAPE_SERIES_INTEL_SKYLAKE`	A constant which can be used with the shape_series property of a ModelDeploymentShapeSummary.
`SHAPE_SERIES_LEGACY`	A constant which can be used with the shape_series property of a ModelDeploymentShapeSummary.
`SHAPE_SERIES_NVIDIA_GPU`	A constant which can be used with the shape_series property of a ModelDeploymentShapeSummary.
`core_count`	[Required] Gets the core_count of this ModelDeploymentShapeSummary.
`memory_in_gbs`	[Required] Gets the memory_in_gbs of this ModelDeploymentShapeSummary.
`name`	[Required] Gets the name of this ModelDeploymentShapeSummary.
`shape_series`	[Required] Gets the shape_series of this ModelDeploymentShapeSummary.

Methods

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

SHAPE_SERIES_AMD_ROME = 'AMD_ROME'¶: A constant which can be used with the shape_series property of a ModelDeploymentShapeSummary. This constant has a value of “AMD_ROME”

SHAPE_SERIES_ARM = 'ARM'¶: A constant which can be used with the shape_series property of a ModelDeploymentShapeSummary. This constant has a value of “ARM”

SHAPE_SERIES_GENERIC = 'GENERIC'¶: A constant which can be used with the shape_series property of a ModelDeploymentShapeSummary. This constant has a value of “GENERIC”

SHAPE_SERIES_INTEL_SKYLAKE = 'INTEL_SKYLAKE'¶: A constant which can be used with the shape_series property of a ModelDeploymentShapeSummary. This constant has a value of “INTEL_SKYLAKE”

SHAPE_SERIES_LEGACY = 'LEGACY'¶: A constant which can be used with the shape_series property of a ModelDeploymentShapeSummary. This constant has a value of “LEGACY”

SHAPE_SERIES_NVIDIA_GPU = 'NVIDIA_GPU'¶: A constant which can be used with the shape_series property of a ModelDeploymentShapeSummary. This constant has a value of “NVIDIA_GPU”

__init__(**kwargs)¶

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

Parameters:

name (str) – The value to assign to the name property of this ModelDeploymentShapeSummary.
core_count (int) – The value to assign to the core_count property of this ModelDeploymentShapeSummary.
memory_in_gbs (int) – The value to assign to the memory_in_gbs property of this ModelDeploymentShapeSummary.
shape_series (str) – The value to assign to the shape_series property of this ModelDeploymentShapeSummary. Allowed values for this property are: “AMD_ROME”, “INTEL_SKYLAKE”, “NVIDIA_GPU”, “GENERIC”, “LEGACY”, “ARM”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

core_count¶

[Required] Gets the core_count of this ModelDeploymentShapeSummary. The number of cores associated with this model deployment shape.

Returns:	The core_count of this ModelDeploymentShapeSummary.
Return type:	int

memory_in_gbs¶

[Required] Gets the memory_in_gbs of this ModelDeploymentShapeSummary. The amount of memory in GBs associated with this model deployment shape.

Returns:	The memory_in_gbs of this ModelDeploymentShapeSummary.
Return type:	int

name¶

[Required] Gets the name of this ModelDeploymentShapeSummary. The name of the model deployment shape.

Returns:	The name of this ModelDeploymentShapeSummary.
Return type:	str

shape_series¶

[Required] Gets the shape_series of this ModelDeploymentShapeSummary. The family that the compute shape belongs to.

Allowed values for this property are: “AMD_ROME”, “INTEL_SKYLAKE”, “NVIDIA_GPU”, “GENERIC”, “LEGACY”, “ARM”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns:	The shape_series of this ModelDeploymentShapeSummary.
Return type:	str