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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
ProtocolMessageEnumStatic 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_GPU | A single worker instance with a K80 GPU. |
BASIC_GPU_VALUE | A single worker instance with a K80 GPU. |
BASIC_TPU | A single worker instance with a Cloud TPU. |
BASIC_TPU_VALUE | A single worker instance with a Cloud TPU. |
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. |
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:
|
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:
|
PREMIUM_1 | A large number of workers with many parameter servers. |
PREMIUM_1_VALUE | A large number of workers with many parameter servers. |
SCALE_TIER_UNSPECIFIED | Unspecified Scale Tier. |
SCALE_TIER_UNSPECIFIED_VALUE | Unspecified Scale Tier. |
STANDARD_1 | Many workers and a few parameter servers. |
STANDARD_1_VALUE | Many workers and a few parameter servers. |
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() |