NVIDIA GPU Operator分析四:DCGM Exporter安装 简介:背景我们知道,如果在Kubernetes中支持GPU设备调度,需要做如下的工作:节点上安装nvidia驱动节点上安装nvidia-docker集群部署gpu device plugin,用于为调度到该节点的pod分配GPU设备。除此之外,如果你需要监控集群GPU资源使用情况,你可能还需要安装DCCM exporter结合Prometheus输...
docker pull docker.io/utkuozdemir/nvidia_gpu_exporter:0.3.0 Assets9 26 Aug 11:30 github-actions v0.2.1 e917866 Compare Assets9 26 Jun 19:20 github-actions v0.2.0 c30b2db Compare v0.2.0 Changelog b92e5d5Add nvidia-smi field as description for metrics ...
.codecov.yml .gitignore .golangci.yml .goreleaser.yml .markdownlint.json .renovaterc.json CODE_OF_CONDUCT.md CONFIGURE.md CONTRIBUTING.md Dockerfile INSTALL.md LICENSE METRICS.md README.md Taskfile.yml go.mod go.sumBreadcrumbs nvidia_gpu_exporter/ ...
$DCGM_EXPORTER_VERSION=2.1.4-2.3.1&&\docker run -d --rm\--gpus all\--net host\--cap-add SYS_ADMIN\nvcr.io/nvidia/k8s/dcgm-exporter:${DCGM_EXPORTER_VERSION}-ubuntu20.04\-f /etc/dcgm-exporter/dcp-metrics-included.csv Retrieve the metrics: ...
gpu google-kubernetes-engine prometheus kubernetes-pod nvidia-docker Share Improve this question Follow asked Nov 21, 2020 at 5:03 yslee 23611 silver badge1212 bronze badges Add a comment 2 Answers Sorted by: 4 It worked with these: Set privileged: true to securityContext. Add volume ...
Dockerfile INSTALL.md LICENSE METRICS.md README.md go.mod go.sum renovate.json Breadcrumbs nvidia_gpu_exporter / go.mod Latest commit renovate[bot] chore(deps): update module github.com/stretchr/testify to v1.7.5 a08cca9· Jun 24, 2022 HistoryHistory File metadata and controls Code Blame...
There are many Nvidia GPU exporters out there however they have problems such as not being maintained, not providing pre-built binaries, having a dependency to Linux and/or Docker, targeting enterprise setups (DCGM) and so on. This is a simple exporter that usesnvidia-smi(.exe)binary to co...
There's a docker image available on Docker Hub atmindprince/nvidia_gpu_prometheus_exporter If you are running the exporter inside a container, you will need to do the following to give the container access to NVML library: -e LD_LIBRARY_PATH=<path-where-nvml-is-present> --volume <above-...
Docker configuration file:cat /etc/docker/daemon.json { "default-runtime": "nvidia", "runtimes": { "nvidia": { "args": [], "path": "/usr/local/nvidia/toolkit/nvidia-container-runtime" } } } Docker runtime configuration:docker info | grep runtime ...
$ docker run -d --gpus all --rm -p 9400:9400 nvcr.io/nvidia/k8s/dcgm-exporter:3.3.5-3.4.1-ubuntu22.04 $ curl localhost:9400/metrics # HELP DCGM_FI_DEV_SM_CLOCK SM clock frequency (in MHz). # TYPE DCGM_FI_DEV_SM_CLOCK gauge # HELP DCGM_FI_DEV_MEM_CLOCK Memory clock frequency...