BMVA Summer School

PyTorch Lab for the BMVA Summer School

Please read the PDF for the introduction to PyTorch.

Use Google colaboratory to run the notebooks!

http://colab.research.google.com/

How to open the demos in Google colab:

Open a browser and go to http://colab.research.google.com/
Select "Open Notebook" from the menu

Select "GitHub" and type "ndfcampbell/bmva_summer_school" into the address bar

Load the PyTorch_Example file first and then take a look at the linear regression lab!

Extension:

If you are curious as to how PyTorch (and similar libraries) work behind the scenes then please take a look at the Scalar Auto Grad Demo file!

Advanced:

If you are already familiar with PyTorch then you may be interested in the advanced notebook on Vision Foundation Models kindly provided by Li (Luis) Li; please see the instructions within the file, in particular using GPU acceleration when loading on the colab server.