…development environment for heterogeneous platforms which brings GPU computing into Microsoft Visual Studio. NVIDIA® Nsight™ VSE allows you to build and debug integrated GPU kernels and native CPU code as well as…
…A practical federated computing platform needs to support: No data copy: Data stays local, and only model updates (or equivalent signals) move. Compliance posture: Deployment and governance controls that support sovereignty and…
…CUDA Unified Memory trace for transfers from host to device, device to host, device to device and page faults on CPU and GPU etc. Normalized timestamps for CPU and GPU trace Profile…
…directly with the platform. Because users depend on real-time outputs to manage chargebacks, even small inaccuracies from legacy systems required costly manual corrections and disrupted workflows. Traditional CPU-based approaches struggled…
…CPU and GPU NUMA topology metrics and NUMA Affinity sections. Performance improvements and source file re-resolve on the source page. View full release notes 2022.4 Update 1 - 1/30/2023…
…When deploying new software versions or system updates, NVbandwidth provides a baseline for detecting performance regressions. By comparing bandwidth measurements before and after changes, you can quickly identify if updates have negatively…
…This post takes a closer look at the latest benchmark updates, the industry-leading performance achieved on the NVIDIA platform, and the full-stack engineering that makes it possible. New benchmarks, new…
…Dynamo 1.0 builds on these milestones while marking the framework’s maturity and production readiness. Keep reading for more highlights about the update. Accelerating agentic inference by 4x with Dynamo and…
…it must deliver scale, realism, and multimodal sensing all in one tight training loop, something traditional CPU-bound simulators cannot handle efficiently. This edition of NVIDIA Robotics Research and Development Digest (R²D²…
…With a PhD in molecular microbiology and immunology, Kyle bridges science and strategy, translating breakthroughs in AI, chemistry, and biology into platforms that accelerate discovery for researchers, startups, and pharmaceutical companies worldwide…