I managed to rebuild part 2 and tested using the free GPUs on Onepanel. All seems to work good so far. Just fork the fast-ai project then create a ‘pytorch’ notebook…
https://c.onepanel.io/onepanel-demo/projects/fast-ai-courses-1to2/code
I managed to rebuild part 2 and tested using the free GPUs on Onepanel. All seems to work good so far. Just fork the fast-ai project then create a ‘pytorch’ notebook…
https://c.onepanel.io/onepanel-demo/projects/fast-ai-courses-1to2/code
FYI the product homepage is here
I just tried this and wanted to share the steps I took for trying it out,
Web interface
My rough understanding of this product is they want to make working on machine learning projects easier by offering faster setup and ways to collaborate. Their current tag lines are Cognitive Computing Simplified and Simplify Reproducibility and Collaboration. There is no about page at the moment, though they do have a blog.
Some of the ways they try to do this are (1) sharing large datasets across instances and (2) offering to connect users working on the same projects. I think it is an interesting idea.
There is also a command line interface for creating projects using a onepanel
command. I gather this is so you can easily sync code and datasets between your onepanel instances and your local machine. I did not complete those steps, but what I tried is below.
Command line interface
Install git lfs
sudo apt-get install software-properties-common
sudo add-apt-repository ppa:git-core/ppa
sudo apt-get update
curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash
sudo apt-get install git-lfs
git lfs install
pip3 install -U onepanel
Turn on git credential helper,
git config --global credential.helper cache
openpanel login
onepanel clone onepanel-demo/projects/fast-ai-courses-1to2
As I understand it, this is still under development and setup might become easier.
Thank you for this! I am just getting started with using OnePanel.
One small addition/edit to Step 4:
Click on Workspaces–>Create workspace