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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
+702 −0

Commits on Oct 27, 2023

  1. feat(compute_layer_sv): compute SV for Dense layers

    @franckma31 @thib-s
    franckma31 authored and thib-s committed Oct 27, 2023
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  2. feat(compute_layer_sv): compute SV for Conv layers

    @franckma31 @thib-s
    franckma31 authored and thib-s committed Oct 27, 2023
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  3. feat(compute_layer_sv): activation / add / batchnorm layers

    @franckma31 @thib-s
    franckma31 authored and thib-s committed Oct 27, 2023
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  4. feat(compute_layer_sv): SV for all types of layers 

    Depending on the layer type, the singular values are computed with the
corresponding function.
    @franckma31 @thib-s
    franckma31 authored and thib-s committed Oct 27, 2023
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  5. feat(compute_layer_sv): SV for all layers of a model

    @franckma31 @thib-s
    franckma31 authored and thib-s committed Oct 27, 2023
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  6. feat(compute_layer_sv): module docstring for compute_layer_sv

    @franckma31 @thib-s
    franckma31 authored and thib-s committed Oct 27, 2023
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  7. test(compute_layer_sv): unit tests for SV computation

    @franckma31 @thib-s
    franckma31 authored and thib-s committed Oct 27, 2023
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