Advancing Emerging Optimizers for Accelerated LLM Training with NVIDIA Megatron | NVIDIA Technical Blog
… One change that comes with layer-wise distribution is variable-size communication. …
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Accelerated X-Ray Analysis for Nanoscale Imaging (XANI) of Novel Materials | NVIDIA Technical Blog
… Distributed computation with cuPyNumeric cuPyNumeric serves as the distribution engine for XANI by partitioning arrays across a cluster’s aggregate memory. In addition to providing NumPy and SciPy APIs, it serves as a library for large-scale distribution of NumPy-based applications. …
DRIVE AGX Autonomous Vehicle Development Platform
…DRIVE AGX Thor Developer Kit DRIVE AGX Thor Developer Kit SKU 10 is available for bench development. DRIVE AGX Thor Developer Kit SKU 12 is available for in-vehicle development. Features With…
Using Accelerated Computing to Live-Steer Scientific Experiments at Massive Research Facilities | NVIDIA Technical Blog
… CuPy offers GPU-compatible NumPy and SciPy interfaces to enable parallelism on a single GPU to accelerate numerical computations. cuPyNumeric delivers a familiar NumPy/SciPy interface, which enables distribution of computation across multi GPUs and nodes using advanced runtime management. XANI us… …
Enhancing Distributed Inference Performance with the NVIDIA Inference Transfer Library | NVIDIA Technical Blog
…Several bindings are available, including C, Python, and Rust. Currently, NIXL is only supported in Linux environments such as Ubuntu and RHEL and is available prebuilt as a Python wheel distributable. We…
NVIDIA Aerial
…Access to NVIDIA Aerial software is available on GitHub . Access for NVIDIA Sionna™ is available via the Sionna Developer page . NVIDIA Sionna A GPU-accelerated, differentiable, open source library for 5G and…
NVIDIA Dynamo Snapshot: Fast Startup for Inference Workloads on Kubernetes | NVIDIA Technical Blog
… Availability and roadmap We now have early proof that fast startup for inference workloads on Kubernetes is practical, and we are working to stabilize the implementation and expand support to a wider range of workloads. …
NVIDIA Dynamo
NVIDIA Dynamo NVIDIA Dynamo is an open source, low-latency, modular inference framework for serving generative AI models in distributed environments. It enables seamless scaling of inference workloads across large GPU fleets…
NVIDIA DirectX
…Through the Agility SDK, developers can adopt the latest advances in areas such as ray tracing, shader compilation, and GPU-driven rendering as soon as they are available, while continuing to target…
DOCA Software Framework
… The BlueField bundle includes Ubuntu 22.04 as a commercial-grade Linux distribution with continuous OS and security updates. …