I recently wrote a tutorial for how to setup a large scale virtual screen with DeepChem. It walks through the methodology of putting pleasingly parallel tasks on the cloud. Check out the hits I find and see if you agree with them for HIV inhibition!
Update
Pat Walters wrote a reply here showing how to filter for PAINS in a screen