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mlChanges related to the ML modelsChanges related to the ML models
Description
Follow-up to #195
- it seems that
podman-hpc pulldoes not follow the logic we want: pull if a newer image was found, otherwise use last copy (it seems it always uses the local copy, even if a newer image was published) ML Batch Script: Pull Conditionally #303 -
it turns out the PSCRATCH location is slow to start off, instead let us use again CFS and its DVS_RO location https://docs.nersc.gov/development/containers/podman-hpc/overview/#using-shared-images- PSCRATCH squash image has: 12-14sec import time
- we need to add a conda lockfile workflow as in the GUI, to make sure we only intentionally change conda-packages (for stability of builds)
- we need to add the ML image/container build to a script similar to
publish_ml.pyAddpublish_container.py#309
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mlChanges related to the ML modelsChanges related to the ML models