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1. Provision a new instance using the OpenStack Horizon UI
   
2. Give the instance an appropriate name 
   
3. Select the image that supports GPU, called Ubuntu 24.04 NV_GRID_Open. The size of the root volume will be set by default to 32GB, given by the selected image. However, It is highly recommended to select a larger root volume, as 32GB is not enough for most purposes, e.g. the tensorflow package alone is larger than the remaning disk space.
   
   
4. Select one the flavors with GPUs. The options for these can be found above in the Introduction
   
5. Once VM is deployed, you can verify GPUs for example using nvidia-smi program from command line (see below for confirming library installations and drivers).
   
   

Usage

Essential commands

You can see GPU information using nvidia-smi 

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