Enum ExecutionTemplate.ScaleTier (1.53.0) 

public enum ExecutionTemplate.ScaleTier extends Enum<ExecutionTemplate.ScaleTier> implements ProtocolMessageEnum

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

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

Implements

ProtocolMessageEnum

Static Fields

Name Description
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.

BASIC = 1;
BASIC_GPU

A single worker instance with a K80 GPU.

BASIC_GPU = 4;
BASIC_GPU_VALUE

A single worker instance with a K80 GPU.

BASIC_GPU = 4;
BASIC_TPU

A single worker instance with a Cloud TPU.

BASIC_TPU = 5;
BASIC_TPU_VALUE

A single worker instance with a Cloud TPU.

BASIC_TPU = 5;
BASIC_VALUE

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

BASIC = 1;
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.

CUSTOM = 6;
CUSTOM_VALUE

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.

CUSTOM = 6;
PREMIUM_1

A large number of workers with many parameter servers.

PREMIUM_1 = 3;
PREMIUM_1_VALUE

A large number of workers with many parameter servers.

PREMIUM_1 = 3;
SCALE_TIER_UNSPECIFIED

Unspecified Scale Tier.

SCALE_TIER_UNSPECIFIED = 0;
SCALE_TIER_UNSPECIFIED_VALUE

Unspecified Scale Tier.

SCALE_TIER_UNSPECIFIED = 0;
STANDARD_1

Many workers and a few parameter servers.

STANDARD_1 = 2;
STANDARD_1_VALUE

Many workers and a few parameter servers.

STANDARD_1 = 2;
UNRECOGNIZED

Static Methods

Name Description
forNumber(int value)
getDescriptor()
internalGetValueMap()
valueOf(Descriptors.EnumValueDescriptor desc)
valueOf(int value)

Deprecated. Use #forNumber(int) instead.
valueOf(String name)
values()

Methods

Name Description
getDescriptorForType()
getNumber()
getValueDescriptor()