When Nvidia was targeting HPC the push was for better DP power in GPUs.

Now that Deep Learning is big it's a push toward Half-Precision actually.

Most of the "incredible power" of a Tesla V100 is 100% unusable by a Physicist for example

Also I love your MCMC sampler