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Compute the min and max singular values of layers #81

Merged
merged 7 commits into from
Oct 27, 2023
Merged

Compute the min and max singular values of layers #81

merged 7 commits into from
Oct 27, 2023

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franckma31
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Set of function to compute layer lipschitz constants (and singular values)

  • dense layer: svd
  • activation layers: precomputed Lip constant
  • convolution layers: computation of singular value by computing the equivalent dense matrix followed by svd
  • unittest

@cofri cofri changed the title Feat/compute layer sv bis Compute the min and max singular values of layers Oct 17, 2023
@thib-s thib-s merged commit d8da411 into master Oct 27, 2023
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@cofri cofri deleted the feat/compute_layer_sv_bis branch October 27, 2023 16:11
@cofri cofri mentioned this pull request Oct 27, 2023
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@cofri cofri cofri approved these changes

@thib-s thib-s thib-s approved these changes

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@franckma31 @cofri @thib-s