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README_inference.md

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Inference scripts

To run inference from base dir:

  • single member inference:
    • inference.py for backbone variables: (see help for other options)
      python inference/inference.py --config afno_backbone --run_num 0
    • inference_precip.py for total precipitation: (see help for other options)
      python inference/inference.py --config precip --run_num 0
  • ensemble inference:
    • inference_ensemble.py for wind variables: (see help for other options), use submit_batch_ensemble.sh to submit parallelized ensembles across different initial conditions
    • inference_ensemble_precip.py for total precipitation: (see help for other options), use submit_batch_ensemble.sh to submit parallelized ensembles across different initial conditions; change to inference_ensemble_precip.py in the launch cmd