…How GPU memory swap works: With GPU memory swap , models are kept in CPU memory and dynamically swap model weights between CPU and GPU as requests arrive. Only the active model’s…
…GDRCopy provides a low-latency alternative by creating a CPU mapping of GPU memory using GPUDirect RDMA. This allows CPU-driven memory copies with minimal overhead — particularly beneficial in low-latency scenarios…
…Users can also split model chains across GPUs to fully load them in memory, enabling them to run the high VRAM mode. This eliminates the memory swapping overhead of low VRAM mode…
…These innovations are designed to achieve a 73% reduction in per-token inference FLOPs and a 90% reduction in KV cache memory burden compared with DeepSeek-V3.2 . That matters because long…
NVIDIA DOCA Software Platform Accelerate application development for NVIDIA BlueField and ConnectX networking devices. NVIDIA DOCA™ unlocks the potential of the NVIDIA® BlueField® platform. By harnessing the power of BlueField DPUs and…
…This leaves sensitive data and proprietary models exposed in plaintext to the memory and system administrators. Confidential computing solves this by ensuring that data and models remain cryptographically protected throughout the entire…
…KVBM emits events whenever KV blocks move between storage tiers (GPU memory, CPU memory, local SSD, and remote storage) or are evicted. The KV router’s indexer consumes these events to maintain…
…vGPU 20 introduces enhancements such as the AI Virtual Workstation Toolkit, fixed-share scheduling for heterogeneous vGPU instances, and expanded compatibility with cloud platforms like Google Cloud and Microsoft Azure, making advanced…
…models including LLMs, VLMs, and VLAs on embedded platforms. It is designed specifically for the needs of an embedded context: low latency, low memory and compute footprint, and minimal dependencies. The framework…
…NVPL allows you to easily port HPC applications to NVIDIA Grace™ CPU platforms to achieve industry-leading performance and efficiency. Key Features Seamlessly Port to Grace CPU NVPL math libraries are drop…