Introduction to Machine Learning for Climate Scientists

Session

Day 2

30 Mar 2023, 09:00

Room 034 (DKRZ Main Building)

Conveners

Day 2

• Etienne Plésiat
• Johannes Meuer (DKRZ)
• Caroline Arnold

6. PyTorch applied to Climate Science

Etienne Plésiat

30/03/2023, 09:00

Using a simple example, we will see how to:
- Load/split a climate dataset
- Build a CNN
- Train the model
- Test the model

7. Introduction to using Pytorch on Levante

Johannes Meuer (DKRZ)

30/03/2023, 11:15

• Introduction to SLURM for job scheduling on Levante
• Description of Advanced Use-Case
• Training a computational expensive model on Levante