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deploy.yaml
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version: '2.0'
services:
ray-head:
image: rayproject/ray:nightly-py310-gpu
expose:
- port: 8265
as: 8265
to:
- service: ray-worker
- global: true
- port: 6380
as: 6380
to:
- service: ray-worker
- global: true
- port: 8078
as: 8078
to:
- service: ray-worker,
- port: 8079
as: 8079
to:
- service: ray-worker
command:
- "ray"
- "start"
- "--head"
- "--port=6380"
- "--dashboard-port=8265"
- "--dashboard-host=0.0.0.0"
- "--object-manager-port=8076"
- "--node-manager-port=8077"
- "--dashboard-agent-grpc-port=8078"
- "--dashboard-agent-listen-port=8079"
- "--block"
env:
- RAY_ADDRESS=ray-head:6380
params:
storage:
shm:
mount: /dev/shm
ray-worker:
image: rayproject/ray:nightly-py310-gpu
expose:
- port: 8078
as: 8078
to:
- global: true
- port: 8079
as: 8079
to:
- global: true
command:
- /bin/sh
- -c
- |
ray start --address=ray-head:6380 --object-manager-port=8076 --node-manager-port=8077 --dashboard-agent-grpc-port=8078 --dashboard-agent-listen-port=8079 --min-worker-port=10002 --max-worker-port=10007 --block
params:
storage:
worker-shm:
mount: /dev/shm
profiles:
compute:
ray-head:
resources:
cpu:
units: 5
memory:
size: 10Gi
gpu:
units: 1
attributes:
vendor:
nvidia:
storage:
- size: 10Gb
- name: shm
size: 15Gi
attributes:
persistent: false
class: ram
ray-worker:
resources:
cpu:
units: 5
memory:
size: 10Gi
gpu:
units: 1
attributes:
vendor:
nvidia:
storage:
- size: 10Gb
- name: worker-shm
size: 15Gi
attributes:
persistent: false
class: ram
placement:
westcoast:
pricing:
ray-head:
denom: uakt
amount: 1000000
ray-worker:
denom: uakt
amount: 1000000
deployment:
ray-head:
westcoast:
profile: ray-head
count: 1
ray-worker:
westcoast:
profile: ray-worker
count: 1