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We had this issue recently (with memory usage slowly climbing until the server(s) could not keep up).
We set gunicorn max_requests variable and it solved our problem. We set ours to 1000, although I’m not certain what the “ideal” setting would be.
http://docs.gunicorn.org/en/latest/configure.html#max-requests
Although I’m not sure if there may potentially be some reason why this became a problem to begin with.
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Source:stackexchange.com