Description: The NVIDIA Container Toolkit allows users to create and run GPU-accelerated containers, facilitating the development and deployment of applications that require high graphical and computational performance. This toolkit is designed to integrate with container platforms like Docker and Kubernetes, providing an efficient way to manage GPU resources in various computing environments, including cloud and local setups. With this set of tools, developers can optimize their workflows, enabling applications to fully leverage the power of NVIDIA’s graphics processing units (GPUs). Key features include optimized libraries and drivers, as well as application examples that demonstrate how to utilize GPU acceleration in containers. This not only enhances resource utilization efficiency but also simplifies the deployment process for complex applications, such as those used in artificial intelligence, machine learning, and large-scale data processing. In summary, the NVIDIA Container Toolkit is a comprehensive solution that empowers the development of modern applications, allowing users to benefit from GPU acceleration in a straightforward and effective manner.