Added move_to_cpu flag in encode method to avoid OOM for token embeddings. #1812
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Currently the solution to resolve OOM during prediction (see #522 and #487) is only applicable to sentence embeddings, not token embeddings. This change generalizes the previous solution to also be applicable to token embeddings via the use of the added 'move_to_cpu' flag.