Module: Google::Cloud::Notebooks::V1::ExecutionTemplate::ScaleTier

Defined in:
proto_docs/google/cloud/notebooks/v1/execution.rb

Overview

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

Constant Summary collapse

SCALE_TIER_UNSPECIFIED =

Unspecified Scale Tier.

0
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.

1
STANDARD_1 =

Many workers and a few parameter servers.

2
PREMIUM_1 =

A large number of workers with many parameter servers.

3
BASIC_GPU =

A single worker instance with a K80 GPU.

4
BASIC_TPU =

A single worker instance with a Cloud TPU.

5
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.
6