NVIDIA Unified Virtual Memory
NVIDIA Unified Virtual Memory (UVM): on-demand page migration, memory oversubscription, and simplified CPU-GPU memory management.
12 min readConcept
Explore machine learning concepts related to nvidia. Clear explanations and practical insights.
NVIDIA Unified Virtual Memory (UVM): on-demand page migration, memory oversubscription, and simplified CPU-GPU memory management.
Understanding character devices, major/minor numbers, and the device file hierarchy created by NVIDIA drivers for GPU access in Linux.
Learn nvidia-modeset for display configuration on Linux. Understand kernel mode-setting, DRM integration, and GPU drivers.
Eliminating GPU initialization latency through nvidia-persistenced - a userspace daemon that maintains GPU driver state for optimal startup performance.