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Init commit for gpu sharing device.
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# OSX leaves these everywhere on SMB shares | ||
._* | ||
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# OSX trash | ||
.DS_Store | ||
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# Eclipse files | ||
.classpath | ||
.project | ||
.settings/** | ||
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# Files generated by JetBrains IDEs, e.g. IntelliJ IDEA | ||
.idea/ | ||
*.iml | ||
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# Vscode files | ||
.vscode | ||
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# This is where the result of the go build goes | ||
/output*/ | ||
/_output*/ | ||
/_output | ||
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# Emacs save files | ||
*~ | ||
\#*\# | ||
.\#* | ||
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# Vim-related files | ||
[._]*.s[a-w][a-z] | ||
[._]s[a-w][a-z] | ||
*.un~ | ||
Session.vim | ||
.netrwhist | ||
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# cscope-related files | ||
cscope.* | ||
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# Go test binaries | ||
*.test | ||
/hack/.test-cmd-auth | ||
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# JUnit test output from ginkgo e2e tests | ||
/junit*.xml | ||
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# Mercurial files | ||
**/.hg | ||
**/.hg* | ||
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# Vagrant | ||
.vagrant | ||
network_closure.sh | ||
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# Local cluster env variables | ||
/cluster/env.sh | ||
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# Compiled binaries in third_party | ||
/third_party/pkg | ||
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# Also ignore etcd installed by hack/install-etcd.sh | ||
/third_party/etcd* | ||
/default.etcd | ||
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# User cluster configs | ||
.kubeconfig | ||
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.tags* | ||
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# Version file for dockerized build | ||
.dockerized-kube-version-defs | ||
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# Web UI | ||
/www/master/node_modules/ | ||
/www/master/npm-debug.log | ||
/www/master/shared/config/development.json | ||
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# Karma output | ||
/www/test_out | ||
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# precommit temporary directories created by ./hack/verify-generated-docs.sh and ./hack/lib/util.sh | ||
/_tmp/ | ||
/doc_tmp/ | ||
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# Test artifacts produced by Jenkins jobs | ||
/_artifacts/ | ||
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# Go dependencies installed on Jenkins | ||
/_gopath/ | ||
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# Config directories created by gcloud and gsutil on Jenkins | ||
/.config/gcloud*/ | ||
/.gsutil/ | ||
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# CoreOS stuff | ||
/cluster/libvirt-coreos/coreos_*.img | ||
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# Juju Stuff | ||
/cluster/juju/charms/* | ||
/cluster/juju/bundles/local.yaml | ||
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# Downloaded Kubernetes binary release | ||
/kubernetes/ | ||
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# direnv .envrc files | ||
.envrc | ||
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# Downloaded kubernetes binary release tar ball | ||
kubernetes.tar.gz | ||
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# generated files in any directory | ||
# TODO(thockin): uncomment this when we stop committing the generated files. | ||
#zz_generated.* | ||
#zz_generated.openapi.go | ||
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# make-related metadata | ||
/.make/ | ||
# Just in time generated data in the source, should never be commited | ||
/test/e2e/generated/bindata.go | ||
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# This file used by some vendor repos (e.g. github.com/go-openapi/...) to store secret variables and should not be ignored | ||
!\.drone\.sec | ||
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/bazel-* | ||
*.pyc | ||
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# e2e log files | ||
*.log | ||
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# test coverage file | ||
coverage.txt | ||
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Apache License | ||
Version 2.0, January 2004 | ||
http://www.apache.org/licenses/ | ||
|
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# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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.PHONY: all build builder test | ||
.DEFAULT_GOAL := all | ||
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##### Global variables ##### | ||
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DOCKER ?= docker | ||
REGISTRY ?= volcanosh | ||
VERSION ?= 1.0.0 | ||
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##### Public rules ##### | ||
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all: ubuntu16.04 centos7 | ||
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push: | ||
$(DOCKER) push "$(REGISTRY)/k8s-device-plugin:$(VERSION)-ubuntu16.04" | ||
$(DOCKER) push "$(REGISTRY)/k8s-device-plugin:$(VERSION)-centos7" | ||
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push-short: | ||
$(DOCKER) tag "$(REGISTRY)/k8s-device-plugin:$(VERSION)-ubuntu16.04" "$(REGISTRY)/k8s-device-plugin:$(VERSION)" | ||
$(DOCKER) push "$(REGISTRY)/k8s-device-plugin:$(VERSION)" | ||
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push-latest: | ||
$(DOCKER) tag "$(REGISTRY)/k8s-device-plugin:$(VERSION)-ubuntu16.04" "$(REGISTRY)/k8s-device-plugin:latest" | ||
$(DOCKER) push "$(REGISTRY)/k8s-device-plugin:latest" | ||
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ubuntu16.04: | ||
$(DOCKER) build --pull \ | ||
--tag $(REGISTRY)/k8s-device-plugin:$(VERSION)-ubuntu16.04 \ | ||
--file docker/amd64/Dockerfile.ubuntu16.04 . | ||
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centos7: | ||
$(DOCKER) build --pull \ | ||
--tag $(REGISTRY)/k8s-device-plugin:$(VERSION)-centos7 \ | ||
--file docker/amd64/Dockerfile.centos7 . | ||
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include Makefile.def | ||
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BIN_DIR=_output/bin | ||
RELEASE_DIR=_output/release | ||
REL_OSARCH=linux/amd64 | ||
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init: | ||
mkdir -p ${BIN_DIR} | ||
mkdir -p ${RELEASE_DIR} | ||
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gen_bin: init | ||
go get github.com/mitchellh/gox | ||
CGO_ENABLED=1 gox -osarch=${REL_OSARCH} -ldflags ${LD_FLAGS} -output ${BIN_DIR}/${REL_OSARCH}/k8s-device-plugin ./ |
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# If tag not explicitly set in users default to the git sha. | ||
TAG ?= $(shell git rev-parse --verify HEAD) | ||
GitSHA=`git rev-parse HEAD` | ||
Date=`date "+%Y-%m-%d %H:%M:%S"` | ||
RELEASE_VER=latest | ||
LD_FLAGS=" \ | ||
-X '${REPO_PATH}/pkg/version.GitSHA=${GitSHA}' \ | ||
-X '${REPO_PATH}/pkg/version.Built=${Date}' \ | ||
-X '${REPO_PATH}/pkg/version.Version=${RELEASE_VER}'" | ||
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# volcano-devices | ||
Device plugins for Volcano, e.g. GPU | ||
# Volcano device plugin for Kubernetes | ||
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**Note**: | ||
This is based on [Nvidia Device Plugin](https://github.com/NVIDIA/k8s-device-plugin) to support soft isolation of GPU card. | ||
And collaborate with volcano, it is possible to enable GPU sharing. | ||
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## Table of Contents | ||
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- [About](#about) | ||
- [Prerequisites](#prerequisites) | ||
- [Quick Start](#quick-start) | ||
- [Preparing your GPU Nodes](#preparing-your-gpu-nodes) | ||
- [Enabling GPU Support in Kubernetes](#enabling-gpu-support-in-kubernetes) | ||
- [Running GPU Sharing Jobs](#running-gpu-jobs) | ||
- [Docs](#docs) | ||
- [Issues and Contributing](#issues-and-contributing) | ||
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## About | ||
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The Volcano device plugin for Kubernetes is a Daemonset that allows you to automatically: | ||
- Expose the number of GPUs on each node of your cluster | ||
- Keep track of the health of your GPUs | ||
- Run GPU enabled containers in your Kubernetes cluster. | ||
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This repository contains Volcano's official implementation of the [Kubernetes device plugin](https://github.com/kubernetes/community/blob/master/contributors/design-proposals/resource-management/device-plugin.md). | ||
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## Prerequisites | ||
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The list of prerequisites for running the Volcano device plugin is described below: | ||
* NVIDIA drivers ~= 384.81 | ||
* nvidia-docker version > 2.0 (see how to [install](https://github.com/NVIDIA/nvidia-docker) and it's [prerequisites](https://github.com/nvidia/nvidia-docker/wiki/Installation-\(version-2.0\)#prerequisites)) | ||
* docker configured with nvidia as the [default runtime](https://github.com/NVIDIA/nvidia-docker/wiki/Advanced-topics#default-runtime). | ||
* Kubernetes version >= 1.10 | ||
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## Quick Start | ||
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### Preparing your GPU Nodes | ||
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The following steps need to be executed on all your GPU nodes. | ||
This README assumes that the NVIDIA drivers and nvidia-docker have been installed. | ||
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Note that you need to install the nvidia-docker2 package and not the nvidia-container-toolkit. | ||
This is because the new `--gpus` options hasn't reached kubernetes yet. Example: | ||
```bash | ||
# Add the package repositories | ||
$ distribution=$(. /etc/os-release;echo $ID$VERSION_ID) | ||
$ curl -s -L https://nvidia.github.io/nvidia-docker/gpgkey | sudo apt-key add - | ||
$ curl -s -L https://nvidia.github.io/nvidia-docker/$distribution/nvidia-docker.list | sudo tee /etc/apt/sources.list.d/nvidia-docker.list | ||
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$ sudo apt-get update && sudo apt-get install -y nvidia-docker2 | ||
$ sudo systemctl restart docker | ||
``` | ||
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You will need to enable the nvidia runtime as your default runtime on your node. | ||
We will be editing the docker daemon config file which is usually present at `/etc/docker/daemon.json`: | ||
```json | ||
{ | ||
"default-runtime": "nvidia", | ||
"runtimes": { | ||
"nvidia": { | ||
"path": "/usr/bin/nvidia-container-runtime", | ||
"runtimeArgs": [] | ||
} | ||
} | ||
} | ||
``` | ||
> *if `runtimes` is not already present, head to the install page of [nvidia-docker](https://github.com/NVIDIA/nvidia-docker)* | ||
### Enabling GPU Support in Kubernetes | ||
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Once you have enabled this option on *all* the GPU nodes you wish to use, | ||
you can then enable GPU support in your cluster by deploying the following Daemonset: | ||
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```shell | ||
$ kubectl create -f volcano-device-plugin.yml | ||
``` | ||
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### Running GPU Sharing Jobs | ||
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NVIDIA GPUs can now be shared via container level resource requirements using the resource name volcano.sh/gpu-memory: | ||
```yaml | ||
apiVersion: v1 | ||
kind: Pod | ||
metadata: | ||
name: gpu-pod1 | ||
spec: | ||
containers: | ||
- name: cuda-container | ||
image: nvidia/cuda:9.0-devel | ||
resources: | ||
limits: | ||
volcano.sh/gpu-memory: 1024 # requesting 1024MB GPU memory | ||
--- | ||
apiVersion: v1 | ||
kind: Pod | ||
metadata: | ||
name: gpu-pod2 | ||
spec: | ||
containers: | ||
- name: cuda-container | ||
image: nvidia/cuda:9.0-devel | ||
resources: | ||
limits: | ||
volcano.sh/gpu-memory: 1024 # requesting 1024MB GPU memory | ||
``` | ||
> **WARNING:** *if you don't request GPUs when using the device plugin with NVIDIA images all | ||
> the GPUs on the machine will be exposed inside your container.* | ||
## Docs | ||
Please note that: | ||
- the device plugin feature is beta as of Kubernetes v1.11. | ||
- the Volcano device plugin is alpha and is missing | ||
- More comprehensive GPU health checking features | ||
- GPU cleanup features | ||
- GPU hard isolation | ||
- ... | ||
The next sections are focused on building the device plugin and running it. | ||
### With Docker | ||
#### Build | ||
```shell | ||
$ make ubuntu16.04. | ||
``` | ||
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#### Run locally | ||
```shell | ||
$ docker run --security-opt=no-new-privileges --cap-drop=ALL --network=none -it -v /var/lib/kubelet/device-plugins:/var/lib/kubelet/device-plugins nvidia/k8s-device-plugin:{version} | ||
``` | ||
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#### Deploy as DaemonSet: | ||
```shell | ||
$ kubectl create -f nvidia-device-plugin.yml | ||
``` | ||
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# Issues and Contributing | ||
[Checkout the Contributing document!](CONTRIBUTING.md) | ||
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* You can report a bug by [filing a new issue](https://github.com/volcano-sh/k8s-device-plugin/issues/new) | ||
* You can contribute by opening a [pull request](https://help.github.com/articles/using-pull-requests/) | ||
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## Versioning | ||
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The version exactly matches with [Volcano](https://github.com/volcano-sh/volcano). | ||
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## Upgrading Kubernetes with the device plugin | ||
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Upgrading Kubernetes when you have a device plugin deployed doesn't require you to do any, | ||
particular changes to your workflow. | ||
The API is versioned and is pretty stable (though it is not guaranteed to be non breaking), | ||
upgrading kubernetes won't require you to deploy a different version of the device plugin and you will | ||
see GPUs re-registering themselves after you node comes back online. | ||
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Upgrading the device plugin is a more complex task. It is recommended to drain GPU tasks as | ||
we cannot guarantee that GPU tasks will survive a rolling upgrade. | ||
However we make best efforts to preserve GPU tasks during an upgrade. |
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