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Implement statistical stopper

Arastoo Bozorgirequested to merge
stop-criteria into main

Now the bench_runner can stop based on the data it has seen so far; it can stop the benchmarking process if the data is stable, or the benchmark results are degraded for some consecutive epochs

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