Wrap read of cached training set metadata in try/except for robustness #2373
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In practice the read may sometimes fail even when the previous existence check passes, although whether this is due to a race condition or some quirk of the underlying filesystem isn't fully understood.
Converting an errored read into a cache miss seems reasonable and more robust behavior.