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Why Is It Difficult To Reproduce An Experiment In Clearml Without Errors Such As Dependencies Incompatibility?

Why is it difficult to reproduce an experiment in clearml without errors such as dependencies incompatibility?

  
  
Posted 2 years ago
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Answers 4


now i got this :: Python virtual environment cache is disabled. To accelerate spin-up time set agent.venvs_cache.path=~/.clearml/venvs-cache :::
/home/anaconda3/envs/yolov7train/bin/python3.10: No module named virtualenv
clearml_agent: ERROR: Command '['python3.10', '-m', 'virtualenv', '/home/.clearml/venvs-builds.1/3.10']' returned non-zero exit status 1.

  
  
Posted 2 years ago

BroadSeaturtle49 this is probably due to a different python version specified for running the task (than the one installed in the image you're trying to use) - I assume you're using different versions of python for development and for remote execution?

  
  
Posted 2 years ago

okay

  
  
Posted 2 years ago

pytorch wheels are always a bit of a problem and AFAIK it tells that there isn't a matching version to the cuda specified \ installed on the machine. You can try and update the pytorch to have exact versions and it usually solves the issue

  
  
Posted 2 years ago
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4 Answers
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