This is exactly why graph-mode > HAL. Instead of launching GPU kernels one-by-one, Cysic uses CUDA Graph to capture the entire proving pipeline and replay it as a single scheduled execution. That means: • Less CPU launch overhead • Less host → device sync jitter • Smoother