…cub::DeviceFind::LowerBound / UpperBound performs a parallel search for multiple values in an ordered sequence. Transform: cub::DeviceTransform now supports transforming N input sequences into M output sequences. Compilers/NVCC C++23…
…NVIDIA Nsight Compute Nsight Compute now supports profiling Linux (aarch64 sbsa) targets from macOS hosts. The Start Activity Dialog now support editing multi-line command line arguments. Added the Report Merge Tool…
…Gradient updates Parameter synchronization Key features of NVbandwidth Comprehensive bandwidth testing NVbandwidth supports a wide range of bandwidth tests, including: Unidirectional tests: Host -> Device (H2D) Device -> Host (D2H) Device ↔ Device (D2D) Bidirectional…
…Prior support (in CUDA 13.1) included FP8 and BF16/FP16 Blackwell GPU support. Grouped GEMMs for the noted datatypes with CUDA Graphs support provides a host-synchronization-free implementation with device…
…Real-time Linux environment : IGX ships with a preemptible real-time Linux kernel by default. This provides the deterministic behavior needed for tight control loops and low-latency sensor handling in robotic…
…Isaac Lab runs on Linux with Docker and the NVIDIA Container Toolkit, supporting dual-GPU configurations for maximum performance. For details, see Setting up CloudXR Teleoperation . LÖVR LÖVR is a lightweight, open…
…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…
…calculations Supports smoothing at cutoff distance Joint energy, forces, and virial calculation API example from nvalchemiops.interactions.dispersion import dftd3 batch_ptr = torch.tensor([0, 3, 7], dtype=torch.int32, device="cuda…
…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…
…device plugin deployment, giving worker pods automatic access to GPUs. The NVIDIA GPU Operator also deploys DCGM Exporter, a GPU telemetry collector. With Slinky DCGM integration and HPC job mapping support , you…