Conversation
| 1. **Clone this repository with submodules** | ||
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| ```bash | ||
| git clone --recurse-submodules git@github.com:m2lines/nemo-spinup-bench.git |
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I wonder how many end-users only pull via HTTPS. Do we expect them to have SSH setup for GitHub?
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this is a good point. I will correct.
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| The spin-up acceleration pipeline forecasts the ocean state forward in time using dimensionality reduction and Gaussian process regression, generates updated restart files, and evaluates the result against a reference numerical run. We begin with a baseline evaluation of the reference simulation so that the final evaluation can be compared against it. | ||
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| 4. **Establish a baseline evaluation** of the cold-start reference simulation: |
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I'm not clear about what this actually does and what the output files represent.
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Do you mean specifically the baseline cold-start evaluation?
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I think once I get an example dataset in this PR, it'll become clearer.
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| 7. **Evaluate** the projected state and compare against the baseline: | ||
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| This is the evaluation on the updated restart state compared to the reference at 80 years. We recommend outputting restart files fairly frequently to test different step settings. |
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Is this comparing against the baseline files that were created in step 4? If so, where are they referenced in the command? Also, how do they relate to the reference sim, if that's given?
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It's the same reference dataset (i.e. a full simulation run) but at a different time snapshot.
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This provides more detailed pipeline instructions, with recommendations for evaluating at specific steps. My plan is to turn this into a jupyter notebook once data has been uploaded to Zenodo, but this will be a separate PR.
TODOs
Closes #11