[abrichr]

>It's the AMD GPU that remains essentially useless, as of 2019.

This appears to finally be starting to change. See:

https://github.com/RadeonOpenCompute/ROCm

https://github.com/ROCmSoftwarePlatform/tensorflow-upstream/