Add rewrite for IncSubtensor(ignore_duplicates=True) when advanced indices are constant and contain no duplicates #984

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Add rewrite for IncSubtensor(ignore_duplicates=True) when advanced indices are constant and contain no duplicates#984

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graph rewritingperformance

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This allows using the more efficient x[indices] += y, instead of np.add.at(x, indices, y)

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