NVIDIA Nsight Python for integrated kernel profiling, initial Numba‑CUDA kernel debugging support, Nsight Copilot (AI CUDA assistant), and Nsight Cloud.
The Virtual Memory Management (VMM) API has been upgraded to version 2. Developers can now map physical GPU memory allocations directly to virtual address spaces across multiple GPUs without passing through the PCIe bus controller interface. cuda driver release news exclusive
In this exclusive deep dive, we’ve obtained early release notes, benchmark leaks, and internal developer chatter surrounding the upcoming — specifically the branch R570.100 — slated for a quiet but explosive debut later this quarter. initial Numba‑CUDA kernel debugging support