…This approach enables live-feedback and automated experimental steering by minimizing the time-to-solution for high resolution X-ray material characterization. Figure 2 shows XANI workflow orchestration. The new non-linear…
…Integrating NVSHMEM and XLA This section describes how NVSHMEM is integrated into the XLA compiler infrastructure, covering runtime flags, automatic backend selection heuristics, and the compilation flow. Runtime control through debug options…
…automatically arrive unchanged as the prefix of turn N+1 . Whether that is true depends on the reasoning parser, tool parser, and chat template for the model you’re serving. Streaming tool…
…automatically, as shown with simple vector addition and matrix multiplication examples. Running cuTile BASIC requires an NVIDIA GPU (compute capability 8.x or higher), NVIDIA Driver R580 or later, CUDA Toolkit 13…
…This tells DeepStream how to preprocess the upstream GPU buffer — resize to 640×640 and scale pixel values by 1/255 — and feed it to TensorRT. The ONNX file is automatically converted…
…Gail Frederick leads engineering for capacity automation and trust services at NVIDIA DGX Cloud. Her teams deliver Fleet Intelligence, capacity management tools, and infrastructure and cloud services enabling GPU hardware attestation. Previously…
…In this tutorial, we embed an example that combines both image and text. The embedding model loads via Transformers with flash attention enabled: from transformers import AutoModel model = AutoModel.from_pretrained( "nvidia…
…They review and approve agent-proposed plans before launching workflows with hundreds of simulation jobs. Trusted ecosystems: The agents utilize industry-standard simulation and orchestration software via the tool calls. They accelerate…
Developer Tools & Techniques Simplify Sparse Deep Learning with Universal Sparse Tensor in nvmath-python Apr 22, 2026 By Aart J.C. Bik , Gunja Pandav and Satya Varadhan Discuss (3) Discuss (3) L…
Developer Tools & Techniques Pruning and Distilling LLMs Using NVIDIA TensorRT Model Optimizer Oct 07, 2025 By Max Xu , Keval Morabia , Asha Anoosheh and Jamie Li Discuss (0) Discuss (0) L T F…