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pytorch-image-models/hfdocs/source/reference/optimizers.mdx

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Structure Hugging Face Docs (#1575) * :art: structure docs * :construction: wip docs * :memo: add installation doc * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: add basic reference docs * :memo: remove augmentation from toctree * :construction_worker: update pr doc builder to bugfix branch * :memo: wip docs * :construction: wip * :construction_worker: bump CI * :construction: wip * :construction: bump CI * :construction: wip * :construction: wip * :construction: wip * :memo: add hf hub tutorial doc * :fire: remove inference tut * :construction: wip * :memo: wip docs * :memo: wip docs * :memo: update docs * :memo: move validation script doc up in order * :art: restructure to remove legacy docs * :memo: update index doc * :memo: update number of pretrained models * Update hfdocs/README.md * Update .github/workflows/build_pr_documentation.yml * Update build_pr_documentation.yml * bump * :pushpin: update gh action to use main branch * :fire: remove comment
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# Optimization
This page contains the API reference documentation for learning rate optimizers included in `timm`.
## Optimizers
### Factory functions
Try to fix documentation build, add better docstrings to public optimizer api
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[[autodoc]] timm.optim.create_optimizer_v2
[[autodoc]] timm.optim.list_optimizers
[[autodoc]] timm.optim.get_optimizer_class
Structure Hugging Face Docs (#1575) * :art: structure docs * :construction: wip docs * :memo: add installation doc * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: add basic reference docs * :memo: remove augmentation from toctree * :construction_worker: update pr doc builder to bugfix branch * :memo: wip docs * :construction: wip * :construction_worker: bump CI * :construction: wip * :construction: bump CI * :construction: wip * :construction: wip * :construction: wip * :memo: add hf hub tutorial doc * :fire: remove inference tut * :construction: wip * :memo: wip docs * :memo: wip docs * :memo: update docs * :memo: move validation script doc up in order * :art: restructure to remove legacy docs * :memo: update index doc * :memo: update number of pretrained models * Update hfdocs/README.md * Update .github/workflows/build_pr_documentation.yml * Update build_pr_documentation.yml * bump * :pushpin: update gh action to use main branch * :fire: remove comment
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### Optimizer Classes
[[autodoc]] timm.optim.adabelief.AdaBelief
[[autodoc]] timm.optim.adafactor.Adafactor
Try to fix documentation build, add better docstrings to public optimizer api
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[[autodoc]] timm.optim.adafactor_bv.AdafactorBigVision
Structure Hugging Face Docs (#1575) * :art: structure docs * :construction: wip docs * :memo: add installation doc * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: add basic reference docs * :memo: remove augmentation from toctree * :construction_worker: update pr doc builder to bugfix branch * :memo: wip docs * :construction: wip * :construction_worker: bump CI * :construction: wip * :construction: bump CI * :construction: wip * :construction: wip * :construction: wip * :memo: add hf hub tutorial doc * :fire: remove inference tut * :construction: wip * :memo: wip docs * :memo: wip docs * :memo: update docs * :memo: move validation script doc up in order * :art: restructure to remove legacy docs * :memo: update index doc * :memo: update number of pretrained models * Update hfdocs/README.md * Update .github/workflows/build_pr_documentation.yml * Update build_pr_documentation.yml * bump * :pushpin: update gh action to use main branch * :fire: remove comment
2023-01-03 17:13:53 -05:00
[[autodoc]] timm.optim.adahessian.Adahessian
[[autodoc]] timm.optim.adamp.AdamP
More fixes for new factory & tests, add back adahessian
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[[autodoc]] timm.optim.adan.Adan
Try to fix documentation build, add better docstrings to public optimizer api
2024-11-12 16:45:01 -08:00
[[autodoc]] timm.optim.adopt.Adopt
Structure Hugging Face Docs (#1575) * :art: structure docs * :construction: wip docs * :memo: add installation doc * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: add basic reference docs * :memo: remove augmentation from toctree * :construction_worker: update pr doc builder to bugfix branch * :memo: wip docs * :construction: wip * :construction_worker: bump CI * :construction: wip * :construction: bump CI * :construction: wip * :construction: wip * :construction: wip * :memo: add hf hub tutorial doc * :fire: remove inference tut * :construction: wip * :memo: wip docs * :memo: wip docs * :memo: update docs * :memo: move validation script doc up in order * :art: restructure to remove legacy docs * :memo: update index doc * :memo: update number of pretrained models * Update hfdocs/README.md * Update .github/workflows/build_pr_documentation.yml * Update build_pr_documentation.yml * bump * :pushpin: update gh action to use main branch * :fire: remove comment
2023-01-03 17:13:53 -05:00
[[autodoc]] timm.optim.lamb.Lamb
Update optimizers.mdx
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[[autodoc]] timm.optim.laprop.LaProp
Structure Hugging Face Docs (#1575) * :art: structure docs * :construction: wip docs * :memo: add installation doc * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: add basic reference docs * :memo: remove augmentation from toctree * :construction_worker: update pr doc builder to bugfix branch * :memo: wip docs * :construction: wip * :construction_worker: bump CI * :construction: wip * :construction: bump CI * :construction: wip * :construction: wip * :construction: wip * :memo: add hf hub tutorial doc * :fire: remove inference tut * :construction: wip * :memo: wip docs * :memo: wip docs * :memo: update docs * :memo: move validation script doc up in order * :art: restructure to remove legacy docs * :memo: update index doc * :memo: update number of pretrained models * Update hfdocs/README.md * Update .github/workflows/build_pr_documentation.yml * Update build_pr_documentation.yml * bump * :pushpin: update gh action to use main branch * :fire: remove comment
2023-01-03 17:13:53 -05:00
[[autodoc]] timm.optim.lars.Lars
More fixes for new factory & tests, add back adahessian
2024-11-12 17:19:49 -08:00
[[autodoc]] timm.optim.lion.Lion
Structure Hugging Face Docs (#1575) * :art: structure docs * :construction: wip docs * :memo: add installation doc * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: add basic reference docs * :memo: remove augmentation from toctree * :construction_worker: update pr doc builder to bugfix branch * :memo: wip docs * :construction: wip * :construction_worker: bump CI * :construction: wip * :construction: bump CI * :construction: wip * :construction: wip * :construction: wip * :memo: add hf hub tutorial doc * :fire: remove inference tut * :construction: wip * :memo: wip docs * :memo: wip docs * :memo: update docs * :memo: move validation script doc up in order * :art: restructure to remove legacy docs * :memo: update index doc * :memo: update number of pretrained models * Update hfdocs/README.md * Update .github/workflows/build_pr_documentation.yml * Update build_pr_documentation.yml * bump * :pushpin: update gh action to use main branch * :fire: remove comment
2023-01-03 17:13:53 -05:00
[[autodoc]] timm.optim.lookahead.Lookahead
[[autodoc]] timm.optim.madgrad.MADGRAD
Update optimizers.mdx
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[[autodoc]] timm.optim.mars.Mars
Another doc class typo
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[[autodoc]] timm.optim.nadamw.NAdamW
Structure Hugging Face Docs (#1575) * :art: structure docs * :construction: wip docs * :memo: add installation doc * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: wip docs * :memo: add basic reference docs * :memo: remove augmentation from toctree * :construction_worker: update pr doc builder to bugfix branch * :memo: wip docs * :construction: wip * :construction_worker: bump CI * :construction: wip * :construction: bump CI * :construction: wip * :construction: wip * :construction: wip * :memo: add hf hub tutorial doc * :fire: remove inference tut * :construction: wip * :memo: wip docs * :memo: wip docs * :memo: update docs * :memo: move validation script doc up in order * :art: restructure to remove legacy docs * :memo: update index doc * :memo: update number of pretrained models * Update hfdocs/README.md * Update .github/workflows/build_pr_documentation.yml * Update build_pr_documentation.yml * bump * :pushpin: update gh action to use main branch * :fire: remove comment
2023-01-03 17:13:53 -05:00
[[autodoc]] timm.optim.nvnovograd.NvNovoGrad
[[autodoc]] timm.optim.rmsprop_tf.RMSpropTF
[[autodoc]] timm.optim.sgdp.SGDP
Try to fix documentation build, add better docstrings to public optimizer api
2024-11-12 16:45:01 -08:00
[[autodoc]] timm.optim.sgdw.SGDW
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