Add repeated_subgraphs option in AutoParallel example #2138
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Using
repeated_subgraphsenable AutoParallel to enforce the same solution to repeated regions of the model, making the solver be much faster. For 32 layers, we obtained roughtly 21x speedup compared to without repeated subgraphs.