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Machine learning frameworks Tensorflow and PyTorch are provided by means of containers and made visible using the module system. Once the respective module is loaded, the python3 interpreter from within the container has access to the Tensorflow or PyTorch Python modules.

Users own software

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Manual builds

Researchers need to recompile their own manually-built software that has been built previously on Setonix. This is necessary because the CPE has newer versions of various libraries, new paths to libraries (specifically MPICH) to ensure the best possible performance and avoid issues. This process also might require an update to any modules loaded since versions will change.

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Spack installations

Researchers that installed software with spack/0.17.0  will need to 

• module load spack/0.19.0
• spack uninstall software@version
• spack clean -a && spack -d install software@version

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