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Wrong loss formula in [SOLUTION] Laboratory 2: Computer Vision Part 2: Debiasing Facial Detection Systems #180

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Wrong loss formula in [SOLUTION] Laboratory 2: Computer Vision Part 2: Debiasing Facial Detection Systems#180

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@hoangqnguyen
hoangqnguyen
opened on Apr 18, 2025

In: https://github.com/MITDeepLearning/introtodeeplearning/blob/master/lab2/solutions/PT_Part2_Debiasing_Solution.ipynb

According to the description, the calculation should be:
total_loss = torch.mean(classification_loss + face_indicator * vae_loss)

Correct me if I'm wrong, Thanks!

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  1. hoangqnguyen
    changed the title [-]Wrong loss formula in Laboratory 2: Computer Vision Part 2: Debiasing Facial Detection Systems[/-] [+]Wrong loss formula in [SOLUTION] Laboratory 2: Computer Vision Part 2: Debiasing Facial Detection Systems[/+] on Apr 18, 2025
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