Enum ExecutionTemplate.Types.ScaleTier (1.0.0-beta04)

public enum ScaleTier

Required. Specifies the machine types, the number of replicas for workers and parameter servers.

Namespace

Google.Cloud.Notebooks.V1

Assembly

Google.Cloud.Notebooks.V1.dll

Fields

NameDescription
Basic

A single worker instance. This tier is suitable for learning how to use Cloud ML, and for experimenting with new models using small datasets.

BasicGpu

A single worker instance with a K80 GPU.

BasicTpu

A single worker instance with a Cloud TPU.

Custom

The CUSTOM tier is not a set tier, but rather enables you to use your own cluster specification. When you use this tier, set values to configure your processing cluster according to these guidelines:

  • You must set ExecutionTemplate.masterType to specify the type of machine to use for your master node. This is the only required setting.
Premium1

A large number of workers with many parameter servers.

Standard1

Many workers and a few parameter servers.

Unspecified

Unspecified Scale Tier.