cuBLASDx Downloads
…Documentation Support Feedback Download Refer to the cuBLASDx documentation on hardware and software requirements By downloading and using the software, you agree to fully comply with the terms and conditions of the…
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What other optimizers does NVIDIA support for research?
In addition to Muon, NVIDIA also supports many other optimizers for the research community to explore, including: The ultimate form of orthogonalized optimizer MOP (Momentum Orthogonalized by Polar decomposition) An advanced SOAP variant that updates eigen basis per step with eigen decomposition plus KL correction in REKLS
Advancing Emerging Optimizers for Accelerated LLM Training with NVIDIA Megatron | NVIDIA Technical BlogRun Local AI Agents with Faster Models and Multi-Node Clustering on NVIDIA DGX Spark | NVIDIA Technical Blog
…tuning jobs that benefit from distributed memory. Setting up the cluster requires configuring the ConnectX-7 networking. Each DGX Spark has ConnectX-7 NICs that support 200 Gbps RoCE, but using them…
Full-Stack Optimizations for Agentic Inference with NVIDIA Dynamo | NVIDIA Technical Blog
…We have also invested in day-0 tool call and reasoning parsing support for various open-source models. If you find that a model is not supported, please open an issue or…
How to Post-Train Autonomous Vehicle Models in Closed-Loop with NVIDIA Alpamayo | NVIDIA Technical Blog
…Built to scale seamlessly from a single GPU to multi-node GPU clusters, AlpaGym supports efficient large-scale training through an asynchronous and stable distributed RL pipeline, without requiring changes to user…
One-Click Multi-Tenant Security with NVIDIA Quantum InfiniBand | NVIDIA Technical Blog
…Learn more NVIDIA Quantum InfiniBand now offers intent-based security profiles in Unified Fabric Manager (UFM) that enable multi-tenant fabric security in a single click. NVIDIA Quantum InfiniBand supports three profiles…
NVIDIA Holoscan
…High-Speed Endoscopy (Python) DDS-Based Interoperability The Data Distribution Service (DDS) video application demonstrates how video frames can be written to or read from a DDS databus to provide flexible integration…
Inside the NVIDIA Vera Rubin Platform: Six New Chips, One AI Supercomputer | NVIDIA Technical Blog
…Software compatibility and secure operation Vera supports the Arm v9.2 architecture and integrates seamlessly with the Arm software ecosystem. Major Linux distributions, AI frameworks, and orchestration platforms run unmodified, allowing existing…
cuTile.jl Brings NVIDIA CUDA Tile-Based Programming to Julia | NVIDIA Technical Blog
…cuTile.jl achieves near-identical performance to the Python implementation on supported NVIDIA hardware for most compute-intensive kernels, though some complex kernels still lag slightly as the compiler matures. AI-generated…
NVIDIA IGX Thor Powers Industrial, Medical, and Robotics Edge AI Applications | NVIDIA Technical Blog
…Long lifecycle, global support : IGX platforms are supported for up to 10 years, providing unmatched reliability and supply chain assurance for regulated industries. Extensive I/O : IGX Thor offers rich industrial I…
NVIDIA DRIVE Documentation
…Ecosystem Learn about our rich ecosystem of vendors spanning authorized distributors of the DevKit, as well as software, hardware, and service vendors. Downloads Download DriveOS SDK, NVIDIA's reference operating system and…