About STL10 top-1 accuracy

[GA-17a]

Hi, thanks for your share. But I have a question about your STL10 top-1 accuracy. Is the accuracy '70.1' fine-tuning from your pre-trained model 'resnet-18_40-epochs' or training from scratch for 40 epochs?

[hafnerfe]

@GA-17a if you look in eval/eval.ipynb, it achieves a testing accuracy of 70.1%. However, the model .../resnet-18-80-epochs/.../model.pth is loaded. When I use the exact same script to pretrain the model using 40 epochs (i.e. training from scratch), I only achieve an accuracy of 66.5%. Seeing the other open issue, other people seem to have the same problem. Maybe there's an error in the documentation.

[GA-17a]

@hafnerfe Thanks for your reply, and it solved my question.