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Hey There, Since A Bit I Often Find Experiments Being Stuck While Training A Model. It Seems To Happen Randomly And I Could Not Find A Reproducible Scenario So Far, But It Happens Often Enough To Be Annoying (I'D Say 1 Out Of 5 Experiments). The Symptoms

There seems to be a problem with multiprocessing: Although I stopped the task,

You mean you "aborted the task" from the UI?

  • There is a memory leak somewhere, please see the screenshot of datadog memory consumptionI'm assuming from the leftover processes ?

Python 3.8/Pytorch 1.11/clearml-sdk 1.9.0/clearml-agent 1.4.1

From the log I see the agent is running in venv mode
Hmm please try with the latest clearml-agent (the others should not have any effect)

Posted one year ago
0 Answers
one year ago
one year ago