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ResourcePool(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Represents the spec of a group of resources of the same type, for example machine type, disk, and accelerators, in a PersistentResource.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
Attributes |
|
---|---|
Name | Description |
id |
str
Immutable. The unique ID in a PersistentResource for referring to this resource pool. User can specify it if necessary. Otherwise, it's generated automatically. |
machine_spec |
google.cloud.aiplatform_v1beta1.types.MachineSpec
Required. Immutable. The specification of a single machine. |
replica_count |
int
Optional. The total number of machines to use for this resource pool. This field is a member of oneof _ _replica_count .
|
disk_spec |
google.cloud.aiplatform_v1beta1.types.DiskSpec
Optional. Disk spec for the machine in this node pool. |
used_replica_count |
int
Output only. The number of machines currently in use by training jobs for this resource pool. Will replace idle_replica_count. |
autoscaling_spec |
google.cloud.aiplatform_v1beta1.types.ResourcePool.AutoscalingSpec
Optional. Optional spec to configure GKE or Ray-on-Vertex autoscaling |
Classes
AutoscalingSpec
AutoscalingSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)
The min/max number of replicas allowed if enabling autoscaling
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
Methods
ResourcePool
ResourcePool(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Represents the spec of a group of resources of the same type, for example machine type, disk, and accelerators, in a PersistentResource.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields