…Sim-to-real deployment After validation, the policy can be exported to ONNX or TorchScript for deployment on physical hardware, leveraging the domain randomization applied during training. To see real-world examples…
…BitNet integration in NVIDIA Megatron Core allows ternary (1.58-bit) quantized weight training for Falcon Edge models, implemented via BitNetColumnParallelLinear and BitNetRowParallelLinear layers using Triton kernels, maintaining tensor and pipeline parallelism…
…industrial-grade deployment and advanced development workflows: NVIDIA IGX T5000 System-on-Module (SoM) : Delivers high-performance, safety-capable compute in a compact, embedded form factor. Designed for integration into custom carrier…
…This framework also provides unified access to established community benchmarks and GPU-accelerated evaluations, streamlining the path from research to deployment across diverse environments. Prototype tasks without system building (soon leveled up…
…With the launch of vGPU 20.0, RTX PRO 4500 Blackwell Server Edition is fully integrated with major virtualization platforms, providing a seamless, deployment-ready solution for enterprise IT environments. This update…
…The Pareto front consists of deployment configurations that achieve the highest throughput (e.g., requests per second) for a given latency level (e.g., time to first token). A deployment option is…
…data center and cloud deployments. Designed to power sub‑agents, Nemotron 3 Nano Omni powers perception, context maintenance, and multimodal understanding within larger agent systems. It integrates cleanly with execution and planning…
…What is the GPU Usage Monitor? The GPU Usage Monitor is an open-source project that deploys a fully integrated GPU observability stack for Kubernetes. Rather than requiring SRE and platform teams…
…Consistent Environment Provides continuity across development, QA, integration, delivery, and deployment. Get Started Visit here to get started with DRIVE Platform Docker Containers. Resources Hardware Read about NVIDIA DRIVE AGX hardware including…
…Alternative to integrating: Stream Manager (Windows only) For Windows deployments where decoupling runtime management from the application process makes more sense, the CloudXR SDK also includes Stream Manager. This standalone Windows service…