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Add Flax FAQ - how to search, how to take the derivative w.r.t. a hidden layer, remat_scan vs scan(remat), recommended training libraries/metrics #10005

Add Flax FAQ - how to search, how to take the derivative w.r.t. a hidden layer, remat_scan vs scan(remat), recommended training libraries/metrics

Add Flax FAQ - how to search, how to take the derivative w.r.t. a hidden layer, remat_scan vs scan(remat), recommended training libraries/metrics #10005