Your question is Custom Multi-Task Loss in PyTorch. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Implement a custom loss function for a multi-task learning model in PyTorch/TensorFlow.