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infer.py beam search is failing #1

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@billy-guo

When one tries to generate k candidates from the model, one gets a ValueError from feeding in a Tensor that has been incorrectly shaped (specifically for the node Tensor). Note that this problem doesn't occur for the random search function, but the aforementioned gives poor and random results.

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