/repeatable-ai-2024

Example for a talk on repeatable data science using PyTorch as an example

Primary LanguageJupyter Notebook

Example for a talk on repeatable data science using PyTorch as an example

Slides

This repo contains a notebook derived from the PyTorch Quickstart Tutorial, designed for reproducibility.

When running on Windows 11 with Python 3.9 and CPU drivers, the output model-cpu.pth file should have a SHA-256 checksum of 138C6491DE96384AE1471C7F0AA89FEF3775154891F42C029737B670C43C5D53.

Installation instructions:

(Linux)

python -m venv .venv
./.venv/scripts/activate
pip install -r requirements-frozen.txt

(Windows, Powershell)

python -m venv .venv
.\.venv\Scripts\Activate.ps1
pip install -r requirements-frozen.txt

And then open the notebook (I used Visual Studio) and execute it in the virtual environment.