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Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?


ExcitedFish86 this is a general "dummy agent" that tasks and executes them (no env created, no code cloned, as you suggested)

hows does this work with HPO?

The HPO clones Tasks, changes arguments, push them into a queue, and monitors the metrics in real time. The missing part (from my understanding) was the the execution of the Tasks themselves required setup, and that you wanted multiple machine support, in order to overcome it, I post a dummy agent that just runs the Tasks.
(Notice the diff Task arguments/HyperParameters, are passed on the Task itself, and are resolved in runtime by the code, you just need to tell it to do so. For example it does Not need to pass any arguments to the script in order to change the argparser, this will be done in runtime when calling parse_args and is transparent)
Make sense ?

  
  
Posted 2 years ago
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