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What Is The Python Version An Agent Runs A Task With? The One The Agent Was Launched With, Or The Task? I.E. If Iaunch An Agent With Python 3.8.5, But A Task Is Launched Using

what is the python version an agent runs a task with? the one the agent was launched with, or the task? i.e. if Iaunch an agent with python 3.8.5, but a task is launched using execute_remotely within another python version, what happens?

  
  
Posted 3 years ago
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Answers 8


Hi ElegantCoyote26 ,
When a task is first executed (locally), ClearML will record the python version used to run it. When a ClearML Agent will run the task remotely, it will first try to find the exact same python version to run the task with. If the version can't be found, the Agent will try to run the task using the python version specified in it's python_binary configuration value (if defined, see https://github.com/allegroai/clearml-agent/blob/822984301889327ae1a703ffdc56470ad006a951/docs/clearml.conf#L42 ), otherwise the python version used to run the ClearML Agent will be used

  
  
Posted 3 years ago

instead of, say, the binary the task was launched with

  
  
Posted 3 years ago

Yeah...

  
  
Posted 3 years ago

so it tries to find it under /usr/bin/python/ I assume?

  
  
Posted 3 years ago

right, and why can't a particular version be found? how it does it try to find python versions?

  
  
Posted 3 years ago

ah.. agent was on a different machine..

  
  
Posted 3 years ago

Basically it tries to locate the python binary - if you have it installed on the machine running the ClearML Agent, it should find it

  
  
Posted 3 years ago

ok, thanks Jake!

  
  
Posted 3 years ago
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