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Base learners on GPU #357

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mitchellmanware opened this issue Aug 21, 2024 · 2 comments
Open
2 of 3 tasks

Base learners on GPU #357

mitchellmanware opened this issue Aug 21, 2024 · 2 comments
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@mitchellmanware
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development models Related to base or meta learner fitting

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@mitchellmanware
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mitchellmanware commented Aug 21, 2024 •
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Trying and testing base learners for model pipeline with GPU. See fit_base_learner function (R/base_learner.R) with learner parameter determining model type.

  • mlp
  • xgb
  • lgb

First need to fix gdal/liblantern installation issues accompanying current torch installation
@kyle-messier
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@mitchellmanware Pinging this issue for gdal. @sigmafelix also notes that it can come up with reading NetCDF files with 2 versions of gdal installed

@mitchellmanware mitchellmanware self-assigned this Jan 27, 2025
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Update January 29, 2025: awaiting xgboost / parsnip packages to be compatible for GPU support

@mitchellmanware mitchellmanware added the models Related to base or meta learner fitting label Jan 29, 2025
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