> Increasing GPGPU work means CPU and GPU code communicate in both directions. Only if you make the wrong abstractions. Using a shader based toolkit is not abo

> Increasing GPGPU work means CPU and GPU code communicate in both directions. Only if you make the wrong abstractions. Using a shader based toolkit is not about increasing the GPGPU work but to use the GPU for things that it is intended to do namely drawing. And if you make the right abstractions you can severely reduce CPU-GPU communications. In fact a toolkit is exactly the perfect type of abstraction in that scenario. Most of the input is mouse and keyboard data and a bunch of drawing commands which means extremely low bandwidth, less CPU-GPU communication, more performance and faster applications. I'm not sure what you mean by "tradeoff". Look for example at the shaders of sahdertoy. For the most part the only data they receive from the CPU is a timestamp of the current frame and occasionally mouse and keyboard data which is in the worst case literally just a bunch of bytes per frame.