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Add a bash file for training and creating experiment #43

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xushanthu-2014 opened this issue Dec 2, 2020 · 1 comment
Open

Add a bash file for training and creating experiment #43

xushanthu-2014 opened this issue Dec 2, 2020 · 1 comment

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@xushanthu-2014
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Maybe we can add a bash file for training and creating experiment which will explicitly avoid:

  1. submit jobs 3 times because slurm can only handle 1000 tasks per time;
  2. mkdir for new experiment and copy the .py and .slurm file into new directory.
    maybe we can also generate:
  3. a list of number of gpis if best model or shap values are not saved...because there is always bug where shape of shap values are not equal to shape of lat/lon/gpi/trained_model....
  4. a list of RMSE and MAE or so instead of .log file. If we submit 3 times, .log files of same job_id will be overwritten.
@rogerkuou
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fixed in #46

@rogerkuou rogerkuou reopened this Dec 11, 2020
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