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I have a model trained by using the current 0.1.0 version of this library.
Later on, I loaded the model checkpoint in the new environment that also uses the 0.1.0 version. Model performance downgraded substantially.
The reason is that your requirements.txt mentions efficientnet-pytorch>=0.6.3. My old training environment used the 0.6.3 version. However, the current one from Aug 25 is 0.7.0. So, when I specified 0.1.0 as a requirement, it wasn't the same thing.
0.1.0 with 0.6.3 is a breaking difference when compared to 0.1.0 and 0.7.0.
Maybe it should be efficientnet-pytorch==0.6.3 if still staying at 0.1.0?
The text was updated successfully, but these errors were encountered:
Hi!
I have a model trained by using the current 0.1.0 version of this library.
Later on, I loaded the model checkpoint in the new environment that also uses the 0.1.0 version. Model performance downgraded substantially.
The reason is that your
requirements.txt
mentionsefficientnet-pytorch>=0.6.3
. My old training environment used the 0.6.3 version. However, the current one from Aug 25 is 0.7.0. So, when I specified 0.1.0 as a requirement, it wasn't the same thing.0.1.0 with 0.6.3 is a breaking difference when compared to 0.1.0 and 0.7.0.
Maybe it should be
efficientnet-pytorch==0.6.3
if still staying at 0.1.0?The text was updated successfully, but these errors were encountered: