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Multiplicative noise and multiplicative noise with offset #10

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Multiplicative noise and multiplicative noise with offset #10

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jubueche
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Description

Adds support for multiplicative noise with and without an offset.

Details

Three noise models:

  • MULTIPLICATIVE: Scales std by the abs of the weights.
  • MULTIPLICATIVE_OFFSET: Same but adds a constant offset (scaled by max-abs of weights)
  • MULTIPLICATIVE_OFFSET_PER_CHANNEL: Same but adds a constant offset (scaled by max-abs of weights per channel)

@jubueche
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TODO: Support for triton needs to be added and tests need to be implemented.

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@jubueche