git repo: GitHub - fzngagan/fastai-docker: Fast.AI course complete docker container for Paperspace and Gradient
docker hub: https://hub.docker.com/r/fzngagan/fastai-mod
Updates:
- base image updated to
paperspace/gradient-base:pt211-tf215-cudatk120-py311-20240202
- fastai version 2.8.2
- replaced the deprecated mambaforge and added Miniforge3
- conda installation includes
py-xgboost=*=cuda*
- xgboost in the main python package available to the notebooks includes gpu support. This is probably a result of the image update. From the xgboost docs: Installation Guide — xgboost 3.0.2 documentation
You can use it on paperspace by:
- selecting the
Start from scratch
option when creating the notebook.(I can’t use this updated image with the Fast.AI option. It results in an error. Can’t figure out the reason) - In the
View Advanced Options
, put the container name asfzngagan/fastai-mod:1.0.0
- Add
https://github.com/fastai/fastbook.git
as the workspace url if you want fastbook notebooks.
I would be happy to make a PR to the original repo if @jeremy or any other people in charge feel right.