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After I Finish Training A Model, I Want To Call Logger.Report_Scalars To Help Monitor Inferencing Status (We Do A Lot Of Batch) But After The Model Finishes Training, Scalars Are No Longer Accepted By The Task As It Is Considered Completed. Help!

After I finish training a model, I want to call logger.report_scalars to help monitor inferencing status (we do a lot of batch) but after the model finishes training, scalars are no longer accepted by the task as it is considered completed. Help!

  
  
Posted one year ago
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Answers 9


@<1523701205467926528:profile|AgitatedDove14> - for some reason none of those solutions are working. I am forcing "mark_started" - but it doesn't register. Models don't have the report_* endpoints and even trying with the artifact - once the job finishes, the artifact will no longer update.

  
  
Posted one year ago

It seems that once the job as completed once, it doesn't accept any new report...

  
  
Posted one year ago

Hi @<1523711619815706624:profile|StrangePelican34>
You can either report on the Model itself:
None
or you can force it on the Task:

task = Task.get_task("task id here")
task.mark_started(force=True)
task.get_logger().report_scalar(...)
task.mark_completed(force=True)
  
  
Posted one year ago

Could it be that this is the callback that causes it?
None

  
  
Posted one year ago

@<1523701205467926528:profile|AgitatedDove14> - after the model_trainer.train step it is marked as complete. This is done using our own repo - None . The extra reporting steps are not added here (I am working on that locally) but it is calling the job complete.

  
  
Posted one year ago

@<1523711619815706624:profile|StrangePelican34> are you saying that after the " with " block the task is marked completed? how is that possible? is this done manually ?

  
  
Posted one year ago

What's your clearml version (python and server) ?

It seems that once the job as completed once, it doesn't accept any new report...

completed can be forced, published cannot ...
What's the error you are getting ?

  
  
Posted one year ago

I opened an issue here: None

  
  
Posted one year ago

we are at Server: 3.18.2-1126 and pypi version 1.12.2.

  
  
Posted one year ago
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