Improve benchmark runtime with data check #39
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Add fast path to data check to see if tensors are different first.
Allgather 8 Ranks with data check without optimization
CPU --b 1K --e 1M: 52.046s
GPU --b 1K --e 2M: 8m 29.476s
Allgather 8 Ranks with data check with optimization
CPU --b 1K --e 1M: 7.730s
GPU --b 1K --e 2M: 8.375s
Also fixes "IndexError: list index out of range" for collectives with list of tensors when tensors are not equal