AI-workflows

A collections of portable, real-world AI workflows for testing and benchmarking

Workflows

• Pytorch GAN zoo
• 3D Very Deep VAE
• SciML Bench

Running Workflows on HPC

hpc.md has advice on running the workflows on HPC systems. Each workflow also contains template Slurm batch scripts.

Using Vagrant

The included Vagrantfile can be used to build the examples if your system does not support singularity or if you would prefer not to install singularity on your host. The Vagrantfile has support for the VirtualBox and libvirt providers.

To create the virtual machine run

vagrant up --provider <provider>

for example

vagrant up --provider libvirt

When this is finished, you can connect to the virtualmachine in the normal way

vagrant ssh

and will find this project mounted at /vagrant/