CUDA C++ is standard C++ with extensions that enable functions to run on many parallel threads on a GPU. It has facilitated widespread adoption while...
Top 5 AI Model Optimization Techniques for Faster, Smarter Inference
As AI models get larger and architectures more complex, researchers and engineers are continuously finding new techniques to optimize the performance and... As AI models...
Improve AI-Native 6G Design with the NVIDIA Aerial Omniverse Digital Twin
AI-native 6G networks will serve billions of intelligent devices, agents, and machines. As the industry moves into new spectrums like FR3 (7–24 GHz), radio... AI-native...
Automate Kubernetes AI Cluster Health with NVSentinel
Kubernetes underpins a large portion of all AI workloads in production. Yet, maintaining GPU nodes and ensuring that applications are running, training jobs are... Kubernetes...
Optimizing Inference for Long Context and Large Batch Sizes with NVFP4 KV Cache
Quantization is one of the strongest levers for large-scale inference. By reducing the precision of weights, activations, and KV cache, we can reduce the memory......