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public enum ExecutionTemplate.ScaleTier extends Enum<ExecutionTemplate.ScaleTier> implements ProtocolMessageEnumRequired. 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() |