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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 allowing... width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2025/12/CUDA-debug-768x432-png.webp" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px;...
As AI models get larger and architectures more complex, researchers and engineers are continuously finding new techniques to optimize the performance and... width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2025/12/data-center-with-icon-overlays-1-768x432-jpg.webp" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; ma...
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... width="768" height="433" src="https://developer-blogs.nvidia.com/wp-content/uploads/2025/12/Aerial-e1765242639397-768x433.webp" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: ...
Kubernetes underpins a large portion of all AI workloads in production. Yet, maintaining GPU nodes and ensuring that applications are running, training jobs are... width="600" height="338" src="https://developer-blogs.nvidia.com/wp-content/uploads/2025/12/cybersecurity-jpg.webp" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px; cl...
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... width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2025/12/image1-2-768x432-png.webp" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px;...
