Cuda 12.6 Update News December 2025 !link! Jun 2026

Heterogeneous Memory Management (HMM) has been a long-term goal for CUDA, allowing GPUs to access CPU memory transparently. However, "oversubscription"—running out of GPU memory and spilling to system RAM—has historically resulted in steep performance cliffs.