Thanks Raphaël Korach for going through the post. Like I mentioned I took a minimalist approach so answers to your first 3 questions are “No”.

Training parameters are

• Batch size = 64
• learning rate = 0.0001
• Number of epochs = As the plots show. With sharp turn data I was doing over 50 epochs.