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Answered
How Can I Stop Clearml From Uploading Temporary Models? I Am Running Cross_Validation, Training A Bunch Of Models In A Loop Like This:

How can I stop clearml from uploading temporary models?

I am running cross_validation, training a bunch of models in a loop like this:

models = []
for X_train, Y_train, X_test, Y_test in cv:
  model = TempModel()
  model.fit(X_train, Y_train)
  model.eval(X_test, Y_test)
  models.append(model)

final_model = get_final_model(models)
joblib.dump(final_model, 'model.joblib')

What happens: ClearML uploads each model from inside the loop
What I want: only upload the model I explicitly dump, the final model

How can I control this behaviour?

  
  
Posted 10 months ago
Votes Newest

Answers 4


Hi @<1523702786867335168:profile|AdventurousButterfly15>

I am running cross_validation, training a bunch of models in a loop like this:

Use the wildcard or disable all together:

task = Task.init(..., auto_connect_frameworks={"joblib": False})

You can also do

task = Task.init(..., auto_connect_frameworks={"joblib": ["realmodelonly.pkl", ]})
  
  
Posted 10 months ago

@<1523701205467926528:profile|AgitatedDove14> thanks!

  
  
Posted 10 months ago

should be the full path, or just the file name?

just file name, this is basically fname matching

  
  
Posted 10 months ago

"realmodelonly.pkl"

should be the full path, or just the file name?

  
  
Posted 10 months ago
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4 Answers
10 months ago
10 months ago
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