Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

fix: Remove unwanted taints for neuron-device-plugin ds for stable diffusion and llama2 models #479

Merged
merged 1 commit into from
Mar 29, 2024
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 1 addition & 1 deletion ai-ml/jupyterhub/addons.tf
Original file line number Diff line number Diff line change
Expand Up @@ -302,7 +302,7 @@ module "eks_data_addons" {
jupyter_single_user_sa_name = kubernetes_service_account_v1.jupyterhub_single_user_sa.metadata[0].name
region = var.region
})]
version = "3.2.1"
version = "3.2.1"
}

#---------------------------------------------------------------
Expand Down
3 changes: 0 additions & 3 deletions ai-ml/trainium-inferentia/addons.tf
Original file line number Diff line number Diff line change
Expand Up @@ -321,9 +321,6 @@ module "eks_data_addons" {
- provisionerType: Karpenter
- hub.jupyter.org/node-purpose: user
taints:
- key: aws.amazon.com/neuroncore
value: "true"
effect: "NoSchedule"
- key: aws.amazon.com/neuron
value: "true"
effect: "NoSchedule"
Expand Down
14 changes: 2 additions & 12 deletions ai-ml/trainium-inferentia/eks.tf
Original file line number Diff line number Diff line change
Expand Up @@ -529,12 +529,7 @@ module "eks" {
key = "aws.amazon.com/neuron",
value = "true",
effect = "NO_SCHEDULE"
},
{
key = "aws.amazon.com/neuroncore",
value = "true",
effect = "NO_SCHEDULE"
},
}
]

tags = merge(local.tags, {
Expand Down Expand Up @@ -586,12 +581,7 @@ module "eks" {
key = "aws.amazon.com/neuron",
value = true,
effect = "NO_SCHEDULE"
},
{
key = "aws.amazon.com/neuroncore",
value = true,
effect = "NO_SCHEDULE"
},
}
]

tags = merge(local.tags, {
Expand Down
Original file line number Diff line number Diff line change
@@ -1,4 +1,3 @@
---
apiVersion: v1
kind: Namespace
metadata:
Expand All @@ -14,7 +13,7 @@ spec:
serviceUnhealthySecondThreshold: 900
deploymentUnhealthySecondThreshold: 300
serveConfig:
importPath: ray_serve_llama2:entrypoint # Specify the correct path to your Python script
importPath: ray_serve_llama2:entrypoint # Specify the correct path to your Python script
runtimeEnv: |
env_vars: {"MODEL_ID": "NousResearch/Llama-2-13b-chat-hf"} # Replace with the appropriate model ID

Expand All @@ -31,79 +30,76 @@ spec:
template:
spec:
containers:
- name: ray-head
image: public.ecr.aws/data-on-eks/ray-serve-inf2-llama2:latest # Image created using the Dockerfile attached in the folder
imagePullPolicy: Always # Ensure the image is always pulled when updated
lifecycle:
preStop:
exec:
command: [ "/bin/sh","-c","ray stop" ]
ports:
- containerPort: 6379
name: gcs
- containerPort: 8265
name: dashboard
- containerPort: 10001
name: client
- containerPort: 8000
name: serve
volumeMounts:
- mountPath: /tmp/ray
name: ray-logs
resources:
limits:
cpu: 4
memory: 20Gi
requests:
cpu: 4
memory: 20Gi
- name: ray-head
image: public.ecr.aws/data-on-eks/ray-serve-inf2-llama2:latest # Image created using the Dockerfile attached in the folder
imagePullPolicy: Always # Ensure the image is always pulled when updated
lifecycle:
preStop:
exec:
command: ["/bin/sh", "-c", "ray stop"]
ports:
- containerPort: 6379
name: gcs
- containerPort: 8265
name: dashboard
- containerPort: 10001
name: client
- containerPort: 8000
name: serve
volumeMounts:
- mountPath: /tmp/ray
name: ray-logs
resources:
limits:
cpu: 4
memory: 20Gi
requests:
cpu: 4
memory: 20Gi
nodeSelector: # This is using Karpenter Nodes with the provisioner label
instanceType: mixed-x86
provisionerType: Karpenter
workload: rayhead
volumes:
- name: ray-logs
emptyDir: {}
- name: ray-logs
emptyDir: {}

workerGroupSpecs:
- groupName: inf2-worker-group
replicas: 1
minReplicas: 1
maxReplicas: 1
rayStartParams: {}
template:
spec:
containers:
- name: ray-worker
image: public.ecr.aws/data-on-eks/ray-serve-inf2-llama2:latest
imagePullPolicy: Always # Ensure the image is always pulled when updated
lifecycle:
preStop:
exec:
command: [ "/bin/sh","-c","ray stop" ]
resources:
limits:
cpu: "180"
memory: "700G"
aws.amazon.com/neuron: "12"
requests:
cpu: "180"
memory: "700G"
aws.amazon.com/neuron: "12"
nodeSelector:
instanceType: inferentia-inf2
provisionerType: Karpenter
tolerations:
- key: "aws.amazon.com/neuroncore"
operator: "Exists"
effect: "NoSchedule"
- key: "aws.amazon.com/neuron"
operator: "Exists"
effect: "NoSchedule"
- key: "hub.jupyter.org/dedicated"
operator: "Equal"
value: "user"
effect: "NoSchedule"
- groupName: inf2-worker-group
replicas: 1
minReplicas: 1
maxReplicas: 1
rayStartParams: {}
template:
spec:
containers:
- name: ray-worker
image: public.ecr.aws/data-on-eks/ray-serve-inf2-llama2:latest
imagePullPolicy: Always # Ensure the image is always pulled when updated
lifecycle:
preStop:
exec:
command: ["/bin/sh", "-c", "ray stop"]
resources:
limits:
cpu: "180"
memory: "700G"
aws.amazon.com/neuron: "12"
requests:
cpu: "180"
memory: "700G"
aws.amazon.com/neuron: "12"
nodeSelector:
instanceType: inferentia-inf2
provisionerType: Karpenter
tolerations:
- key: "aws.amazon.com/neuron"
operator: "Exists"
effect: "NoSchedule"
- key: "hub.jupyter.org/dedicated"
operator: "Equal"
value: "user"
effect: "NoSchedule"


---
Expand All @@ -117,21 +113,21 @@ metadata:
spec:
ingressClassName: nginx
rules:
- http:
paths:
# Ray Dashboard
- path: /dashboard/(.*)
pathType: ImplementationSpecific
backend:
service:
name: llama2-service
port:
number: 8265
# Ray Serve
- path: /serve/(.*)
pathType: ImplementationSpecific
backend:
service:
name: llama2-service
port:
number: 8000
- http:
paths:
# Ray Dashboard
- path: /dashboard/(.*)
pathType: ImplementationSpecific
backend:
service:
name: llama2-service
port:
number: 8265
# Ray Serve
- path: /serve/(.*)
pathType: ImplementationSpecific
backend:
service:
name: llama2-service
port:
number: 8000
Original file line number Diff line number Diff line change
Expand Up @@ -114,9 +114,6 @@ spec:
instanceType: inferentia-inf2
provisionerType: Karpenter
tolerations:
- key: "aws.amazon.com/neuroncore"
operator: "Exists"
effect: "NoSchedule"
- key: "aws.amazon.com/neuron"
operator: "Exists"
effect: "NoSchedule"
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -5425,7 +5425,7 @@
"3a34c550bc3d084ca26009ac81411d3e8bca6b08": {
"mimeType": "image/png",
"id": "3a34c550bc3d084ca26009ac81411d3e8bca6b08",
"dataURL": "data:image/png;base64,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",

Check failure on line 5428 in website/docs/gen-ai/excalidraw/stable-diffusion-inf2.excalidraw

View workflow job for this annotation

GitHub Actions / Check for spelling errors

DAA ==> DATA
"created": 1698433385292,
"lastRetrieved": 1708463794770
},
Expand All @@ -5446,7 +5446,7 @@
"30fb3952dfc0d0b1cff3d7aff756b93fc647a8dc": {
"mimeType": "image/png",
"id": "30fb3952dfc0d0b1cff3d7aff756b93fc647a8dc",
"dataURL": "data:image/png;base64,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",

Check failure on line 5449 in website/docs/gen-ai/excalidraw/stable-diffusion-inf2.excalidraw

View workflow job for this annotation

GitHub Actions / Check for spelling errors

nOO ==> no
"created": 1698433843748,
"lastRetrieved": 1708463794770
},
Expand All @@ -5458,4 +5458,4 @@
"lastRetrieved": 1708463794770
}
}
}
}
Loading