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Thank you for the issue.
The AuxiliaryModelWrapper should be wrapped by wrapper: DataParallel, and it looks like the config is incorrect. I'm fixing it now
It is not a bug in code, but in the config file. I updated the sample config file in the above PR.
For the official SRD config, I will work with @roymiles in a separate PR
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Describe the bug
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In DistillationBox, the class instantiates the AuxiliaryModelWrapper before placing the model in DataParallel. I am attaching a screenshot below.
To Reproduce
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Project files
srd.zip
Expected behavior
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Environment (please complete the following information):
Additional context
![ef74033aaf1b388412b6734623947a4](https://private-user-images.githubusercontent.com/170806620/333840758-94ab7377-0306-4651-b7c8-6b943dd99f6a.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MzkxNDI1NzYsIm5iZiI6MTczOTE0MjI3NiwicGF0aCI6Ii8xNzA4MDY2MjAvMzMzODQwNzU4LTk0YWI3Mzc3LTAzMDYtNDY1MS1iN2M4LTZiOTQzZGQ5OWY2YS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA5JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwOVQyMzA0MzZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT03YTU1YWVkZDdiMDc1ZTg4YmRkODljZmE1MDAzZjhhZDZlYTRhYTk0NjY3MTc2ZTE0NWRiNWVmNDYyMTEwNGZmJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.scdRWwyUgEEL6mTojM1VPwkkM62GBGolmMkhQtuy28Q)
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