…Before joining NVIDIA, he contributed to research at the intersection of medical imaging and machine learning, including AI-driven retinal cell visualization and automated OCT segmentation using deep learning. He received his…
…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…
…Launch LÖVR with the --webrtc flag and connect a CloudXR.js client. This is ideal for rapid prototyping and testing your client setup. Visit NVIDIA/cloudxr-lovr-sample on GitHub to get…
…MiniMax M2.7, use the open source NVIDIA NeMo AutoModel library , part of the NVIDIA NeMo Framework, with the M2.7 recipe and doc on the latest checkpoints available on Hugging Face…
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…
…Step-by-step environment setup Deployment guides for RAG services, LLM models, and frontend/backend systems Local development and testing instructions Troubleshooting and FAQs NVIDIA Launchable for one-click deployable GPU development…
…When a model is fine-tuned on simulated data and evaluated in that same simulated environment, strong performance reveals only that the model memorized the setup, not that it can generalize. This…
…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…
…Data-movement-free conversion with PyTorch, SciPy, and CuPy. Custom formats: Define novel sparsity schemes. Polymorphic operations: Sparsity-agnostic functions automatically use optimized kernels or generate custom sparse code—eliminating the need…
…Automatic speech recognition (ASR): Includes a ready-to-use English language model, nemo-conformer-ctc-120m, with download options for seven additional languages, a sample level, and Blueprint examples for rapid setup…