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added opimized versions of LRP for linear layers for simple and eps.

Volkan Ismail Ekici requested to merge master into main

added an "lrp aware" forward pass, reducing total run time when for the same X multiple relevance maps should be computed (e.g. with different target classes or param settings) at the cost of a slower forward pass

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