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How to save the model? #96

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philipwelia opened this issue Sep 25, 2021 · 2 comments
Open

How to save the model? #96

philipwelia opened this issue Sep 25, 2021 · 2 comments

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@philipwelia
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I want to save models during training as the state_dict() function in pytorch. How can?
@AlirezaAzadbakht
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you can look at each ML or DL model as a set of parameters, if you completely know the model which you are working with, you can manually save those parameters, if not, a simple way to save ML models is using joblib library:

import joblib 
joblib.dump(model, 'model.pkl')

and simply load it:

model = joblib.load('model.pkl')

@philipwelia
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philipwelia commented Oct 30, 2023 via email

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@AlirezaAzadbakht @philipwelia