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The Keras fit parameter epochs means the number of passes over the data in each Greenplum segment (worker) within an iteration, so Keras epochs actually refers to sub-epochs in MADlib/Greenplum.  The number_of_iterations parameter in the MADlib fit function is the outer loop.  

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