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 enumSCALE_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 enumBASIC = 1;
STANDARD_1
Value: 2
Many workers and a few parameter servers.
Generated from protobuf enumSTANDARD_1 = 2;
PREMIUM_1
Value: 3
A large number of workers with many parameter servers.
Generated from protobuf enumPREMIUM_1 = 3;
BASIC_GPU
Value: 4
A single worker instance with a K80 GPU.
Generated from protobuf enumBASIC_GPU = 4;
BASIC_TPU
Value: 5
A single worker instance with a Cloud TPU.
Generated from protobuf enumBASIC_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:
YoumustsetExecutionTemplate.masterTypeto specify the type
of machine to use for your master node. This is the only required
setting.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-09-09 UTC."],[],[],null,["# Google Cloud Notebooks V1 Client - Class ScaleTier (1.0.5)\n\nVersion latestkeyboard_arrow_down\n\n- [1.0.5 (latest)](/php/docs/reference/cloud-notebooks/latest/V1.ExecutionTemplate.ScaleTier)\n- [1.0.4](/php/docs/reference/cloud-notebooks/1.0.4/V1.ExecutionTemplate.ScaleTier)\n- [0.7.5](/php/docs/reference/cloud-notebooks/0.7.5/V1.ExecutionTemplate.ScaleTier)\n- [0.6.2](/php/docs/reference/cloud-notebooks/0.6.2/V1.ExecutionTemplate.ScaleTier)\n- [0.5.0](/php/docs/reference/cloud-notebooks/0.5.0/V1.ExecutionTemplate.ScaleTier)\n- [0.4.1](/php/docs/reference/cloud-notebooks/0.4.1/V1.ExecutionTemplate.ScaleTier)\n- [0.3.6](/php/docs/reference/cloud-notebooks/0.3.6/V1.ExecutionTemplate.ScaleTier) \nReference documentation and code samples for the Google Cloud Notebooks V1 Client class ScaleTier.\n\nRequired. Specifies the machine types, the number of replicas for workers\nand parameter servers.\n\nProtobuf type `google.cloud.notebooks.v1.ExecutionTemplate.ScaleTier`\n\nNamespace\n---------\n\nGoogle \\\\ Cloud \\\\ Notebooks \\\\ V1 \\\\ ExecutionTemplate\n\nMethods\n-------\n\n### static::name\n\n### static::value\n\nConstants\n---------\n\n### SCALE_TIER_UNSPECIFIED\n\n Value: 0\n\nUnspecified Scale Tier.\n\nGenerated from protobuf enum `SCALE_TIER_UNSPECIFIED = 0;`\n\n### BASIC\n\n Value: 1\n\nA single worker instance. This tier is suitable for learning how to use\nCloud ML, and for experimenting with new models using small datasets.\n\nGenerated from protobuf enum `BASIC = 1;`\n\n### STANDARD_1\n\n Value: 2\n\nMany workers and a few parameter servers.\n\nGenerated from protobuf enum `STANDARD_1 = 2;`\n\n### PREMIUM_1\n\n Value: 3\n\nA large number of workers with many parameter servers.\n\nGenerated from protobuf enum `PREMIUM_1 = 3;`\n\n### BASIC_GPU\n\n Value: 4\n\nA single worker instance with a K80 GPU.\n\nGenerated from protobuf enum `BASIC_GPU = 4;`\n\n### BASIC_TPU\n\n Value: 5\n\nA single worker instance with a Cloud TPU.\n\nGenerated from protobuf enum `BASIC_TPU = 5;`\n\n### CUSTOM\n\n Value: 6\n\nThe CUSTOM tier is not a set tier, but rather enables you to use your\nown cluster specification. When you use this tier, set values to\nconfigure your processing cluster according to these guidelines:\n\n- You *must* set `ExecutionTemplate.masterType` to specify the type of machine to use for your master node. This is the only required setting.\n\nGenerated from protobuf enum `CUSTOM = 6;`"]]
