… Alleviating the softmax bottleneck in Blackwell Ultra By doubling the throughput of the SFU for exponentials in the Blackwell Ultra architecture, NVIDIA is alleviating this bottleneck and is allowing for a more balanced and efficient processing pipeline. …
… Added mmap support This release extends mmap support, providing a low-latency CPU mapping of discrete GPU memory in environments where it may be disadvantageous to install GDRCopy kernel drivers. …
… The chart exposes these through standard Helm values, making them straightforward to manage via existing secret management workflows. …
… Before the introduction of coherent caching, the unified L2 cache allowed all SMs to achieve peak bandwidth as in NVIDIA Volta , though latency varied depending on the proximity of the SM to different L2 segments. …
… BlueField-4 integrates a 64-core Grace CPU and high-bandwidth LPDDR5X memory together with ConnectX-9 networking, delivering up to 800 Gb/s of ultra-low-latency Ethernet or InfiniBand connectivity while running infrastructure services directly on the DPU. …
… Through a programmable API, developers can define packet processing “pipes” that execute directly in networking hardware, offloading networking and security operations from the host CPU while maintaining ultra-low latency and high throughput. …