dataset.num_shards < min_required_shards causes the program to hang
#3
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Added more highlight for information that could cause the program to hang.
I'm somewhat tempting to make this an error instead of warning. The program emitted way too many logging info that this is very easy miss, and wasn't obvious (to me) that sharding is the cause of hangs.