Model accuracy is stuck at exact 0.5, loss decreases consistently

Hi @jankunze, I updated my code with more code (for clarity).

Also, I tried using depth 5 (updated) too, it doesn’t help. Loss decreases but not doesn’t affect accuracy.

Also, as for BCEWithLogitsLoss() , it has a sigmoid internally as discussed here.

Thank you for the response. I’ll look for more insights.