How do I configure Kubernetes to use NVIDIA GPUs on a Bright 8.0 cluster?
Warning: this article is specifically intended for Bright 8.0. For instructions on enabling GPUs in Kubernetes for more recent versions...
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How to collect metrics from older GPUs using NVML
The Bright 8.0 metrics system uses DCGM to collect metrics from GPUs. But DCGM doesn’t support older GPUs. Not to... -
How can I use GPUs with Bright Deep learning stack?
This article is being updated. Please be aware the content herein, not limited to version numbers and slight syntax changes, may... -
Using NVIDIA GPUs in X-application on a headless node via VNC
The following steps can be followed to enable direct rendering from an x-client (glxgears or similar) running on a headless... -
How Do I Create Docker images to use NVIDIA GPUs with Spark and XGBoost via RAPIDS?
The steps described in this page can be followed to build a Docker image that is suitable for running distributed... -
How can I run a simple test to stress test my GPUs?
Make sure CUDA, git and cmake are installed on the head node of the cluster: Clone the Multi GPU Benchmark... -
The NVIDIA GPU Operator with Kubernetes on a Bright Cluster
This article has been written for existing Kubernetes deployments in Bright versions <= 9.2. Prerequisites This article was written with... -
How to install GPUDirect Storage (GDS) on Bright 9.2 (DGX – BaseOS 5.4)
This document is verified on Bright 9.2 with Ubuntu 20.04 with GDS 11.8 and MOFED 5.4 Preparation Clone the default... -
Kubernetes: Limit GPU resource usage for a namespace
About: This article contains Kubernetes resource quota examples for limiting GPU usage per namespace. For further information on setting resources... -
How to install GPUDirect Storage (GDS) on BCM 10 (DGX – BaseOS 6)
This document is verified on BCM10 with Ubuntu 22.04 (kernel 5.15) with GDS 12.3 and MOFED 23.10 on DGX A100... -
How to disable a GPU on a node
In certain scenarios disabling a node GPU can be necessary, for example when a GPU on a node becomes faulty...