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Answered
Whats The Main Difference Between Creating A Task And Using Init?

whats the main difference between creating a task and using init?

  
  
Posted 3 years ago
Votes Newest

Answers 10


SweetGiraffe8 Task.init will autolog everything (git/python packages/console etc), for your existing process.
Task.create purely creates a new Task in the system, and lets' you manually fill in all the details on that Task
Make sense ?

  
  
Posted 3 years ago

yes, it seems that task.create doesn't really work.. should i do something similar to .run() ?

  
  
Posted 3 years ago

SweetGiraffe8 what do you mean by "doesn't really work"?

  
  
Posted 3 years ago

The only thing I'm doing with the task is task.get_logger().report_scatter2d

  
  
Posted 3 years ago

With init its working well, I can see the results in the UI, and with create it does nothing

  
  
Posted 3 years ago

Because create() only creates a task in the server, but it does not mean the task is "running" in your machine (so you can't report stuff for it etc.)

  
  
Posted 3 years ago

You create() a task in order to manually edit its execution details, and then run it remotely using a ClearML Agent

  
  
Posted 3 years ago

how can I use without an agent?

  
  
Posted 3 years ago

But without an agent you'll have to manually run all those tasks you create - are you sure you want to do that?

  
  
Posted 3 years ago

You can just install an agent on your machine...

  
  
Posted 3 years ago