In short, they created a tool that makes it easier to optimize for GPUs. Currently you need a good grip of- https://devblogs.nvidia.com/register-cache-warp-cud

In short, they created a tool that makes it easier to optimize for GPUs. Currently you need a good grip of- https://devblogs.nvidia.com/register-cache-warp-cuda/ https://devblogs.nvidia.com/register-cache-warp-cuda/ to optimize your pipeline which is not pedestrian. Now you can define what you want to do, and let Swizzle Inventor come up with the best way to exploit the register cache, apparently as well as top CUDA engineers. Great for real-time computer vision applications that might need to solve large nonlinear least square problems.