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How Do You Save Models And Store The Classes As Well? When We Save The Model Using Pytorch We Just Save The State Dict And Not The Custom Classes For Different Models. I Was Thinking Of Just Pickling The Model But If Anyone Has A Better Suggestion That Wo

How do you save models and store the classes as well? When we save the model using pytorch we just save the state dict and not the custom classes for different models. I was thinking of just pickling the model but if anyone has a better suggestion that would be great. This is particularly useful for serving

  
  
Posted 2 years ago
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Answers 7


Can you please clarify? What does torch.nn.Module hold within? Isn't it just the weights configuration?

  
  
Posted 2 years ago

RobustRat47 , do you mean the weights file?

  
  
Posted 2 years ago

the Model object

  
  
Posted 2 years ago

Hey having a few issues with this

  
  
Posted 2 years ago

Looks to be working 🚀 just need to test one more thing. Thank you CostlyOstrich36

  
  
Posted 2 years ago

I can run clearml.OutputModel(task, framework='pytorch') to get the model from a previous task. but how can I get the pytorch model ( torch.nn.Module ) from the output model object

  
  
Posted 2 years ago