Now that we have readied the WSL2 environment with Singularity and the relevant CUDA libraries, it’s time to run the sample Keras workflow.
eSCT Pipeline Interoperability project Review:
In this project, we used Singularity, which is an HPC friendly container technology . Singularity also has a high degree of compatibility with Docker (one of the most mature container technology). As explained later, Docker containers are used as the main base for exchanging containers, due to the widespread usage and availability of Docker containers. Singularity is mainly used as a way of running Docker containers on HPC environment.
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Signing the Container The Singularity 3.0 family introduced the ability to create (and manage) PGP keys to sign and verify containers. This provides a trusted method for Singularity users to share containers and ensures a bit-for-bit reproduction of the original...
Create an Account & Authentication Token Now that we have SingularityCE installed in WSL2, and NVIDIA GPU support is enabled, we will create a Singularity Container Services account and configure the local Singularity client, followed by building a remote...