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Hey, What Is The Recommended Approach To Speed Up The Spin Up Of A Task In A Gcp Autoscaled Instance ? It Takes 20Mins To Build The Venv Environment Needed By The Clearml-Agent To Run It, Would Providing A Vm Image With Preinstalled Pip Packages On It Hel


Well I think most of the time is took by the setup of the venv installing the packages defined in the imports in the pipeline component which is normal and some of those package have a wheel that takes a long time to build but most of those packages where already included on the Docker image I provided and I get that message in my logs:

:: Python virtual environment cache is disabled. To accelerate spin-up time setagent.venvs_cache.path=~/.clearml/venvs-cache:::

  
  
Posted 2 years ago
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2 years ago
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