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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
Any chance this is reproducible ?
Unfortunately not at the moment, I could find a reproducible scenario. If I clone a task that was stuck and start it, it might not be stuck
How many processes do you see running (i.e. ps -Af | grep python) ?
I will check that when the next one will be blocked 👍
What is the training framework? is it multiprocess ? how are you launching the process itself? is it Linux OS? is it running inside a specific container ?
I train with pytorch (1.11) and ignite (0.4.8), using multiprocess (via the dataloader with n_workers=8) on linux, not running inside a docker container
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2 years ago
one year ago
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