feat(nvidia-device-plugin): enable GPU time slicing
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1
nvidia-device-plugin/.gitignore
vendored
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1
nvidia-device-plugin/.gitignore
vendored
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@@ -0,0 +1 @@
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values.generated.yaml
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@@ -2,40 +2,74 @@ set fallback := true
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export NVIDIA_DEVICE_PLUGIN_NAMESPACE := env("NVIDIA_DEVICE_PLUGIN_NAMESPACE", "nvidia-device-plugin")
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export NVIDIA_DEVICE_PLUGIN_NAMESPACE := env("NVIDIA_DEVICE_PLUGIN_NAMESPACE", "nvidia-device-plugin")
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export NVIDIA_DEVICE_PLUGIN_VERSION := env("NVIDIA_DEVICE_PLUGIN_VERSION", "0.18.0")
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export NVIDIA_DEVICE_PLUGIN_VERSION := env("NVIDIA_DEVICE_PLUGIN_VERSION", "0.18.0")
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export GPU_TIME_SLICING_REPLICAS := env("GPU_TIME_SLICING_REPLICAS", "4")
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[private]
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[private]
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default:
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default:
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@just --list --unsorted --list-submodules
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@just --list --unsorted --list-submodules
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# Add Helm repository
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add-helm-repo:
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#!/bin/bash
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set -euo pipefail
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if ! helm repo list | grep -q "^nvdp"; then
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helm repo add nvdp https://nvidia.github.io/k8s-device-plugin
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fi
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helm repo update nvdp
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# Remove Helm repository
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remove-helm-repo:
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helm repo remove nvdp
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# Install NVIDIA device plugin for Kubernetes
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# Install NVIDIA device plugin for Kubernetes
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install:
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install:
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#!/bin/bash
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#!/bin/bash
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set -euo pipefail
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set -euo pipefail
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if ! helm repo list | grep -q "^nvdp"; then
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just add-helm-repo
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helm repo add nvdp https://nvidia.github.io/k8s-device-plugin
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fi
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gomplate -f values.gomplate.yaml -o values.generated.yaml
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helm repo update nvdp
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helm upgrade --install nvidia-device-plugin nvdp/nvidia-device-plugin \
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helm upgrade --install nvidia-device-plugin nvdp/nvidia-device-plugin \
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--namespace ${NVIDIA_DEVICE_PLUGIN_NAMESPACE} \
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--namespace ${NVIDIA_DEVICE_PLUGIN_NAMESPACE} \
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--create-namespace \
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--create-namespace \
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--version ${NVIDIA_DEVICE_PLUGIN_VERSION} \
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--version ${NVIDIA_DEVICE_PLUGIN_VERSION} \
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--values values.yaml \
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--values values.generated.yaml \
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--wait
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--wait
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echo "✓ NVIDIA device plugin installed successfully"
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echo ""
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echo "NVIDIA device plugin installed successfully"
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echo "GPU Time-Slicing: ${GPU_TIME_SLICING_REPLICAS} replicas per GPU"
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echo ""
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echo ""
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echo "Verify GPU availability with:"
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echo "Verify GPU availability with:"
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echo " just nvidia-device-plugin::verify"
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echo " just nvidia-device-plugin::verify"
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# Upgrade NVIDIA device plugin
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upgrade:
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#!/bin/bash
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set -euo pipefail
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just add-helm-repo
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gomplate -f values.gomplate.yaml -o values.generated.yaml
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helm upgrade nvidia-device-plugin nvdp/nvidia-device-plugin \
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--namespace ${NVIDIA_DEVICE_PLUGIN_NAMESPACE} \
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--version ${NVIDIA_DEVICE_PLUGIN_VERSION} \
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--values values.generated.yaml \
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--wait
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echo ""
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echo "NVIDIA device plugin upgraded successfully"
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echo "GPU Time-Slicing: ${GPU_TIME_SLICING_REPLICAS} replicas per GPU"
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# Verify GPU resources are available
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# Verify GPU resources are available
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verify:
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verify:
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#!/bin/bash
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#!/bin/bash
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set -euo pipefail
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set -euo pipefail
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echo "=== GPU Resources per Node ==="
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echo "=== GPU Resources per Node ==="
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kubectl get nodes -o json | jq -r '.items[] | "\(.metadata.name): \(.status.capacity["nvidia.com/gpu"] // "0") GPUs"'
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kubectl get nodes -o json | jq -r '.items[] | "\(.metadata.name): \(.status.capacity["nvidia.com/gpu"] // "0") GPUs (allocatable: \(.status.allocatable["nvidia.com/gpu"] // "0"))"'
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echo ""
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echo ""
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echo "=== Device Plugin Pods ==="
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echo "=== Device Plugin Pods ==="
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@@ -66,10 +100,19 @@ test:
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kubectl delete pod gpu-test
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kubectl delete pod gpu-test
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# Restart device plugin pods to apply configuration changes
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restart:
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#!/bin/bash
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set -euo pipefail
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echo "Restarting NVIDIA device plugin pods..."
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kubectl rollout restart daemonset/nvidia-device-plugin -n ${NVIDIA_DEVICE_PLUGIN_NAMESPACE}
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kubectl rollout status daemonset/nvidia-device-plugin -n ${NVIDIA_DEVICE_PLUGIN_NAMESPACE} --timeout=120s
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echo "NVIDIA device plugin restarted"
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# Uninstall NVIDIA device plugin
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# Uninstall NVIDIA device plugin
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uninstall:
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uninstall:
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#!/bin/bash
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#!/bin/bash
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set -euo pipefail
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set -euo pipefail
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helm uninstall nvidia-device-plugin -n ${NVIDIA_DEVICE_PLUGIN_NAMESPACE} || true
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helm uninstall nvidia-device-plugin -n ${NVIDIA_DEVICE_PLUGIN_NAMESPACE} || true
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echo "✓ NVIDIA device plugin uninstalled"
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echo "NVIDIA device plugin uninstalled"
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25
nvidia-device-plugin/values.gomplate.yaml
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25
nvidia-device-plugin/values.gomplate.yaml
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@@ -0,0 +1,25 @@
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# Enable GPU Feature Discovery
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gfd:
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enabled: true
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# Enable Node Feature Discovery (dependency)
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nfd:
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enabled: true
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# Configure runtime for k3s
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runtimeClassName: "nvidia"
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# Enable GPU Time-Slicing for sharing GPUs between workloads
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# This allows multiple pods to use the same physical GPU
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config:
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map:
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default: |-
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version: v1
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sharing:
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timeSlicing:
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renameByDefault: false
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failRequestsGreaterThanOne: false
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resources:
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- name: nvidia.com/gpu
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replicas: {{ .Env.GPU_TIME_SLICING_REPLICAS }}
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default: "default"
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@@ -1,10 +0,0 @@
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# Enable GPU Feature Discovery
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gfd:
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enabled: true
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# Enable Node Feature Discovery (dependency)
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nfd:
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enabled: true
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# Configure runtime for k3s
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runtimeClassName: "nvidia"
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