Refactor press-scorer #24
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# Conflicts: # kvpress/__init__.py # kvpress/scorers/think_press.py # notebooks/per_layer_compression_demo.ipynb # tests/presses/test_presses.py
SimJeg
reviewed
Dec 10, 2024
SimJeg
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Dec 10, 2024
SimJeg
reviewed
Dec 10, 2024
SimJeg
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Dec 10, 2024
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This PR refactors the current press class as described in detail in #21.
DefaultPruner(compression_ratio=compression_ratio, scorer=KnormScorer()).compression_ratio, see e.g.PerLayerCompressionPruner.ThinKPressthat implements channel compression.Note: As the Pr is already quite large, I didn't add more refactoring, as suggested in the comment of #21. These helpful changes can be added in a subsequent PR.
Closes #21