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Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

0 0 1 Python
cloud_id: {{env["ANYSCALE_CLOUD_ID"]}}
region: us-west-2
# 1k max replicas (ceil(1000 / 32) = 32 nodes needed)
max_workers: 32
head_node_type:
name: head_node
# 32 cpus, x86, 128G mem, 10Gb NIC
instance_type: m5.8xlarge
worker_node_types:
- name: worker_node
# 32 cpus, x86, 128G mem, 10Gb NIC
instance_type: m5.8xlarge
min_workers: 32
max_workers: 32
use_spot: false
resources:
custom_resources:
worker: 1
advanced_configurations_json:
TagSpecifications:
- ResourceType: "instance"
Tags:
- Key: ttl-hours
Value: '24'