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Max/Average pooling

Javier Duarte requested to merge github/fork/thesps/maxavg-pooling into master

Created by: thesps

This PR contains the addition of max and average pooling to hls4ml. The HLS implementation is in nnet_utils/nnet_pooling.h Changes to keras-to-hls.py and hls-writer.py add the pooling layer to a project. Related to issues #74 (closed), #75 (closed)

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