Switching to using hadoop streaming for processing.
Add scripts for computing mean across all images.
By default, don't try to garbage collect workers or CPUData/GPUData
wrappers, as they are normally handed off to a separate thread.
Build in opt mode by default.
Get shownet working.

Models now seem to train properly (at least for 24 hours).