Kubernetes-install | Kubernetes Cluster Install | TLS library
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kandi X-RAY | Kubernetes-install Summary
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QUESTION
I'm trying to setup Kubernetes with Nvidia GPU nodes/slaves. I followed the guide at https://docs.nvidia.com/datacenter/kubernetes-install-guide/index.html and I was able to get the node join the cluster. I tried the below kubeadm example pod:
...ANSWER
Answered 2018-Aug-13 at 13:24According to the AWS G2 documentation, g2.8xlarge
servers have the following resources:
- Four NVIDIA GRID GPUs, each with 1,536 CUDA cores and 4 GB of video memory and the ability to encode either four real-time HD video streams at 1080p or eight real-time HD video streams at 720P.
- 32 vCPUs.
- 60 GiB of memory.
- 240 GB (2 x 120) of SSD storage.
Looking at the comments, 60 GB is standard RAM, and it is used for regular calculations. g2.8xlarge
servers have 4 GPUs with 4 GB of GPU memory each, and this memory is used for calculations in nvidia/cuda
containers.
In your case, it is requested 8 GB of GPU memory per GPU, but your server has only 4 GB. Therefore, the cluster experiences a lack of resources for scheduling the POD. So, try to reduce the memory usage in the Pod settings or try to use a server with a larger amount of GPU memory.
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