Hi, I'm having trouble creating my experiment environment in the clearml-agent worker. I have a set of dependencies which are hard to setup, so I opted to wo...
3 years ago
ObliviousCrocodile95
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Active since 10 January 2023
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Hi,
I'M Having Trouble Creating My Experiment Environment In The Clearml-Agent Worker.
I Have A Set Of Dependencies Which Are Hard To Setup, So I Opted To Work In Docker Mode.
My Image Contains The Python Virtualenv Needed For My Experiments, But Clearml
Yes - I'm using docker mode with a pre installed virtual environment. I have to use docker mode because my dependencies (including the virtualenv) have a long and complicated setup. I can't use the "system" python for installation (again, a dependency constrain).
I'm not sure how clearml-agent cloning my repo would work, since this repo is already cloned in my docker image. I think I'll understand this part better after I manage to solve the first issue.
3 years ago
0
Hi,
I'M Having Trouble Creating My Experiment Environment In The Clearml-Agent Worker.
I Have A Set Of Dependencies Which Are Hard To Setup, So I Opted To Work In Docker Mode.
My Image Contains The Python Virtualenv Needed For My Experiments, But Clearml
Packages don't match the python version.
Installing the packages in the system python is not a long term solution. Even if I do manage to set it up and solve all the dependency conflicts- eventually an update will break this beyond repair.
3 years ago
0
Hi,
I'M Having Trouble Creating My Experiment Environment In The Clearml-Agent Worker.
I Have A Set Of Dependencies Which Are Hard To Setup, So I Opted To Work In Docker Mode.
My Image Contains The Python Virtualenv Needed For My Experiments, But Clearml
I'm not sure that's possible.
I'm using a different python version than the system python.
3 years ago