IOPS on aws machine decrease after sometime during performance test execution

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When I start AWS node, and check average IOPS, it was usually between 3000-4000. But after running my test, when I check the iops in AWS node, I see it keeps on decreasing, impacting the throughput of my perfromance test. Not sure if it is expected that iops will keep on dropping after sometime? Can anyone please guide here?

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