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Analysis here suggests that the queue size is too small to be effective for parallel processing. It's a bit hard to follow the code path, but it seems to be capped at 8*num_threads
in the case of LDA. While it isn't obvious what a good default is, this being hard coded seems to be causing issues. It should be a kwarg from infer
so users can tune inference.
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