It accomplishes this through the use of Docker containers.Ī Docker image is simply the software (including the filesystem and parameters) that you run within a Docker container.Ī Docker container is an instance of a Docker image. The NVIDIA Container Runtime for Docker, also known as nvidia-docker2 enables GPU-based applications that are portable across multiple machines, in a similar way to how Docker ® enables CPU-based applications to be deployed across multiple machines. Containers encapsulate an application along with its libraries and other dependencies to provide reproducible and reliable execution of applications and services without the overhead of a full virtual machine. Over the last few years there has been a dramatic rise in the use of software containers for simplifying deployment of data center applications at scale.
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