DaCe VRAM pooling

[FlorianDeconinck]

Purpose

Add VRAM pooling by moving all Persistent arrays in Transient withing the DaCe pipeline then use the new DaCe auto-pool of transients

Code changes:

• Orchestration pipeline change
• Added tooling (NaN checker, memory count) of SDFG
• Deactivating distributed caching due to potential bug with Grid

Requirements changes:

• python -m driver.tools tooling
• DaCe now >= 0.14

Infrastructure changes:

• CUDA_CRAY_MPS needs to be deactivated because mallocAsync fails when turned on

Checklist

• [x] You have followed the coding standards guidelines established at Code Review Checklist.
• [x] Docstrings and type hints are added to new and updated routines, as appropriate
• [x] All relevant documentation has been updated or added (e.g. README, CONTRIBUTING docs)

[FlorianDeconinck]

launch jenkins

[FlorianDeconinck]

launch jenkins

[jdahm]

launch jenkins

[jdahm]

launch jenkins

[jdahm]

launch jenkins