NVIDIA RTX-powered AI workstations are high-performance desktop systems designed for AI training, inference, and data science workflows. They are equipped with up to four NVIDIA RTX 6000 Ada Generation GPUs, providing a combined AI compute performance of 5.8 petaflops and 192GB of total system GPU memory. These workstations are optimized for processing smaller AI models locally while seamlessly integrating with data center and cloud resources for larger, more complex models.

NVIDIA RTX-powered AI workstations significantly reduce latency, enabling real-time data preprocessing, exploration, visualization, and evaluation of features and models. This efficiency saves time and conserves valuable data center and cloud computing resources. They are designed to integrate with NVIDIA CUDA®-X libraries, including RAPIDS, which can boost performance by up to 110X compared to CPU-only systems, without requiring code modifications.

NVIDIA RTX-powered AI workstations offer a robust and cost-effective solution for AI research and development. They are well-suited for training AI models on specific, smaller datasets, allowing development teams to fine-tune models and experiment with various datasets efficiently. This setup helps conserve data center or cloud computing resources while providing the necessary system memory, storage, and high-performance networking for effective model training.