…The collector toolchain benchmarks every primitive across supported quantization modes, batch sizes, sequence lengths, and GPU counts, and logs results to a silicon-calibrated performance database. When collected data isn’t available…
Developer Tools & Techniques cuTile.jl Brings NVIDIA CUDA Tile-Based Programming to Julia Mar 03, 2026 By Tim Besard , Keno Fischer , Viral B. Shah , Andy Terrel and David Edelsohn Discuss (0) Discuss…
…Sandbox the entire integrated development environment (IDE) and all spawned functions (e.g., hooks, MCP startup scripts, skills, and tool calls), and, where possible, are run as their own user. Use virtualization…
…developer tools, including NvMedia, NvStreams, CUDA®, cuDNN, and TensorRT™ Specifications DRIVE AGX Thor Hardware Quick Start Guides: English | Traditional Chinese | Simplified Chinese Component Description Details Single AGX Thor SoC NVIDIA integrated GPU…
…The NVIDIA reference architecture combines CPU TEEs, NVIDIA confidential GPUs, a minimal guest OS, remote attestation services, and native Kubernetes integration to establish strong confidentiality and integrity guarantees for data and model…
…an init container, volumes containing Nsight Systems, its configurations, environment variables, and security context. Download NVIDIA Nsight Tools Sidecar Injector JupyterLab integration: Download NVIDIA Nsight Tools JupyterLab Extension The Nsight Tools JupyterLab…
…traditional open-loop evaluation is no longer sufficient to rigorously assess such models, and new evaluation tools are required. Recently, NVIDIA introduced Alpamayo , a family of models, simulation tools, and datasets to…
…The NVIDIA Agent Toolkit and OpenShell enable continuous agent skill development and secure deployment across scales, from individual PCs to enterprise GPU clusters, while supporting integration with coding agents like Claude Code…
…Ready to customize your agents? Accelerate development with NVIDIA NeMo , which provides an integrated toolkit spanning: Synthetic data generation with NeMo Data Designer Model customization with NeMo Automodel , NeMo Megatron-Bridge , and…
…End-to-End Surgical Video NVIDIA Holoscan’s Surgical Video Workflow enables rapid, low-latency processing of surgical video feeds with advanced AI models for tool detection and segmentation. With a modular…