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If your program is leaking memory (or CUDA memory, or file descriptors, or really any limited resource), one way to identify the problem is to use your test suite to identify specific problem APIs. I demonstrate this using pytest fixtures:
https://pythonspeed.com/articles/identifying-resource-leaks-with-pytest/
Python⇒Speed · Catching memory leaks with your test suiteIf you have a good test suite, you may be able use pytest fixtures to identify memory and other resource leaks.