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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def benchmark_multi(optimizer):
 """Benchmark an optimizer configuration on multiple functions."""

    # Get our benchmark stats
    all_stats = benchmark.compare(optimizer, PROBLEMS, runs=100)
    return benchmark.aggregate(all_stats)