Google Cloud Notebooks V1 Client - Class ScaleTier (0.4.1)

Reference documentation and code samples for the Google Cloud Notebooks V1 Client class ScaleTier.

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

Protobuf type google.cloud.notebooks.v1.ExecutionTemplate.ScaleTier

Namespace

Google \ Cloud \ Notebooks \ V1 \ ExecutionTemplate

Methods

static::name

Parameter
Name Description
value mixed

static::value

Parameter
Name Description
name mixed

Constants

SCALE_TIER_UNSPECIFIED

Value: 0

Unspecified Scale Tier.

Generated from protobuf enum SCALE_TIER_UNSPECIFIED = 0;

BASIC

Value: 1

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

Generated from protobuf enum BASIC = 1;

STANDARD_1

Value: 2

Many workers and a few parameter servers.

Generated from protobuf enum STANDARD_1 = 2;

PREMIUM_1

Value: 3

A large number of workers with many parameter servers.

Generated from protobuf enum PREMIUM_1 = 3;

BASIC_GPU

Value: 4

A single worker instance with a K80 GPU.

Generated from protobuf enum BASIC_GPU = 4;

BASIC_TPU

Value: 5

A single worker instance with a Cloud TPU.

Generated from protobuf enum BASIC_TPU = 5;

CUSTOM

Value: 6

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.

Generated from protobuf enum CUSTOM = 6;