kosmoss

Content

What this is: a bootsrap to scaling mechanics.

What this is not:

• A gentle introduction to Deep Learning or Machine Learning
• An in-depth look at cutting-edge innovations in AI

Install

Prerequisites: valid CUDA install.

To install:

• git clone this repo and cd into it
• python -m pip install . to install this project as a library with its dependencies
• python src/kosmoss/download.py to download data for both PyTorch + Lightning and TensorFlow + Keras content

One note though

1. All of the material is based on the work of AI4sim team on a real-world use-case for ECMWF
2. This is just an introduction, not a comprehensive, in-depth, hands-on material
3. No low-level optimizations