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- Pre-requisites
- General Information
- First steps on Liger
- User Guide
- How to use GPU resources
- AI Tools & Librairies
Pre-requisites
Ensure you are able to connect to the ICI HPC clusters. As usual for all tests and compilation, you MUST work on a computing node.
This documentation does not provide tutorials on Deep Learning (DL). For that, we encourage you to take a look at:
- MIT introduction to deep learning
- Nvidia resources on deep learning, and developer site
- the courses taught at Master Datascience Paris Saclay and available on https://github.com/m2dsupsdlclass/lectures-labs
General Information
- Turing is a part of Liger System.
- Environment Information
- How to use Liger Resources Environment
- Policy of reservation and calendar of resources
First steps on Liger
- Getting started with Liger
- How to connect on Turing and change password
- How to use module command
- Slurm Batch Job Commands
- Interactive Submission
- How to know your accounting
User Guide
How to use GPU resources
- Slurm GPU Partition/QoS
- Slurm Commands
- SBATCH reference for Single-GPU jobs
- Memory allocation on GPU partition
- Direct SSH connection on Turing node
- nvidia-smi: control your GPUs
AI Tools & Librairies
- Scientific Librairies
- Softwares for AI
- Python Virtual Environnement
- Access to Jupyter Notebook / JupyterLab