Add HiFi-optimized reduce operations for Xtensa - #3663
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Adds HiFi3/4/5 NNLib-accelerated paths for REDUCE_MEAN and REDUCE_MAX via xa_nn_reduce_* APIs. Verified on HiFi5s core with full test suite passing.
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