Celery does not release memory
It was this config option that made my worker does not release memory.
CELERYD_TASK_TIME_LIMIT = 600
refer to: https://github.com/celery/celery/issues/1427
There are two settings which can help you mitigate growing memory consumption of celery workers:
Max tasks per child setting (v2.0+):
With this option you can configure the maximum number of tasks a worker can execute before it’s replaced by a new process. This is useful if you have memory leaks you have no control over for example from closed source C extensions.
Max memory per child setting (v4.0+):
With this option you can configure the maximum amount of resident memory a worker can execute before it’s replaced by a new process. This is useful if you have memory leaks you have no control over for example from closed source C extensions.