…Feb 18, 2026 By Daniel Rodriguez and Nader Al Awar Discuss (0) Discuss (0) L T F R E Python dominates machine learning for its ergonomics, but writing truly fast GPU code…
…To address this, NVIDIA ACE provides a suite of technologies that transform static NPCs into dynamic, conversational agents—all powered by RTX GPUs. ACE now features new multilingual models to ensure a…
…By consolidating physics, rendering, sensing, and learning into a single stack, it provides researchers with the technology to train generalist agents with unprecedented scale and fidelity. Isaac Lab core elements The key…
…This enables researchers without CUDA experience to write efficient GPU code. What are CUDA Tile and CUDA Tile IR? CUDA Tile extends the CUDA programming model to enable first-class support for…
…CompileIQ is not a magic tool that automatically turns poorly-written code into high-performing code. To get the best value from CompileIQ, you need to start with reasonably high-performing code…
…For example: nvshmemx_float_sum_reduce_on_stream , nvshmemx_float_put_nbi_on_stream This end-to-end integration means that high-level JAX code automatically benefits from NVSHMEM performance without requiring…
NVIDIA SDK Manager NVIDIA SDK Manager provides an end-to-end development environment setup solution for NVIDIA’s Jetson, RAPIDS, RTX Kit, Holoscan, DeepStream, Rivermax, GXF Runtime, Video Codec, Aerial Research Cloud…
…In the style of Karpathy’s autoresearch , an agentic harness can propose a nontrivial code change, rebuild Dynamo, rerun the same trace, and keep only changes that improve the objective. That turns…
…Real-time reasoning at scale The shift toward multi-agent AI systems fundamentally changes inference behavior. Instead of short, stateless requests, agents now operate with persistent context, continuously exchanging state across turns…
…While the open source repository includes minimal benchmarking capabilities to enable code execution, it is not intended to be a fully-fledged benchmarking suite like STAC-ML. The dl-lowlat-infer repository…