…Despite the added complexity, NUMA-unaware code can still achieve peak DRAM bandwidth. To address these drawbacks, it is beneficial to minimize data transfers between Locality Domains. When a single memory space…
…Nemotron 3 Nano 30B A3B Nemotron 3 Nano offers 4x faster throughput compared to Nemotron 2 Nano Leading accuracy for coding, reasoning, math and long context tasks Perfect for agents that need…
…How to use AlpaGym for closed-loop reinforcement learning Reinforcement learning (RL) can be used to improve a policy that was initially trained in open-loop. Instead of optimizing only against logged…
…With the Vera Rubin platform, real application performance continues to improve each generation. The figure below shows projected gains across representative high-performance computing (HPC) simulation codes, driven by architectural and system…
…There are also model performance improvements with Qwen3.6 and a guided multi-node cluster setup for teams that need to scale beyond a single device. This post will cover what these…
…Normally packaged with the CUDA Toolkit, NVIDIA occasionally uses this page to provide CUPTI improvements and bug fixes between toolkit releases. There is currently no CUPTI update to the CUDA Toolkit 13…
…The following code shows how to specify the determinism level in CUB (find the complete example online using compiler explorer ). auto input = thrust::device_vector
…Meeting these requirements calls for new approaches, driving growing interest in Small Modular Reactors (SMRs) and in Generation IV designs. SMRs aim to improve project economics by standardising designs and shifting construction…
…By integrating VLMs, developers can significantly improve how XR applications interpret and interact with user actions, making them more responsive and intuitive. This post walks you through how to leverage the NVIDIA…
…Managing dynamic input sizes effectively with TensorRT optimization profiles and multiple profiles for varying workloads improves performance without frequent engine rebuilding. AI-generated content may summarize information incompletely. Verify important information. Learn…