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Log gradient norms to understand and debug model better #688

@sophie-xhonneux

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@sophie-xhonneux

Is your feature request related to a problem? Please describe.

See title, ideally with some plotting code, and potentially behind a flag to prevent large metric files.

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    modelRelated to model training or definition (not generic infra)

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