Code development and tutorials

Building and compiling code

• Building scientific software
• Building GPU software
• Compilers
• Calling fortran routines from Python

Debugging and profiling

• Debugging
• Performance Analysis and Tuning

Containers

In this section we present tutorials and guides related to containerization and the use of containers with GPU support.

• Containers on NRIS HPC systems
• Containers with GPU support

GPU programming

• GPU programming models
• Monitoring GPU accelerated applications

Machine learning and LLMs

In this section we present tutorials and guides related to machine learning and large language models (LLMs).

• Machine Learning
• Running LLM Models in a Cluster Environment
• PyTorch on Olivia
• Single-GPU Implementation for PyTorch on Olivia
• Profiling a Resnet-18 model on Multiple GPUs

Workflow managers and Python

In this section we present tutorials and guides related to workflow managers like Nextflow and Snakemake, as well as Python programming for scientific computing.

• Nextflow on Saga
• Snakemake on Saga
• Python libraries