BackPACK
1.1.1

Getting started

  • How to use BackPACK
  • Example using all extensions

Backpack

  • Supported models
  • Available Extensions
  • Good to know
  • Code examples and use cases
    • First order extensions with a ResNet
    • Diagonal Gauss-Newton Second order optimizer
    • Differentially Private SGD.
BackPACK
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  • Code examples and use cases
  • Edit on GitHub

Code examples and use casesΒΆ

../_images/sphx_glr_example_first_order_resnet_thumb.png

First order extensions with a ResNet

../_images/sphx_glr_example_diag_ggn_optimizer_thumb.png

Diagonal Gauss-Newton Second order optimizer

../_images/sphx_glr_example_differential_privacy_thumb.png

Differentially Private SGD.

Download all examples in Python source code: use_cases_python.zip
Download all examples in Jupyter notebooks: use_cases_jupyter.zip

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