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Answered
Hi There! :) I Have An Issue Regarding The

Hi there! :)
I have an issue regarding the get_local_copy(..) function of the Model class. Whenever this function is called in the course of a hyperparameter optimization (specifically BOHB) I get the same console logs as stated in this git issue: None with and additional first line: 1683301709173 HPZBook error 17:48:29 Request URL: https://<azure blob url> . When this function is called in the course of a local run on my machine or as a cloned task by an agent then the described message is not shown.
I am really wondering about the first line which indicates that there is an error, because as far as I can see there none. The downloaded model can also be loaded and used afterwards without any further issues... But I am not quite sure if I am missing something. Does anybody know more about this error message?

  
  
Posted 11 months ago
Votes Newest

Answers 6


Hi @<1526371965655322624:profile|NuttyCamel41> , try upgrading the Azure SDK package and try running again

  
  
Posted 11 months ago

Yes, I also find that very weird... I start the hyperparameter optimization via python code using the HyperParameterOptimizer class of clearml. Which configurations are you explicitely interested in?
When comparing the logs of the two hpo tasks it seems like no logs of the subtasks are getting to the hpo task. So maybe this is the reason for the infinitely long running subtask? But what does the azure package have to do with that?

  
  
Posted 11 months ago

So your HPO job is affected by the azure_storage_blob package? How are you running HPO? Can you provide logs & configurations for two such different runs?

  
  
Posted 11 months ago

This is the log of the hpo task with the newest azure azure-storage-blob version

  
  
Posted 11 months ago

This is the hpo task log with the azure-storage-blob in version 12.14.1

  
  
Posted 11 months ago

Hi @<1523701070390366208:profile|CostlyOstrich36> , thanks for your answer! I just updated the 'azure_storage_blob' package to the newest version and got some strange behaviour. When running the BOHB hyperparameter optimization, there is only one job executed and not stopped. I aborted the job after 3500 epochs because I set the the max_iteration_per_job parameter to 1000 and the job seems to run infinitely long. I just downgraded the package back to version 12.14.1 and everything works as before and I again get the error messages as mentioned above.

  
  
Posted 11 months ago