Hi @jogi_suda, welcome to the PennyLane forum!
You can have different layer sizes, however they tend to be the same because with more parametrized gates you can get more expressivity of your quantum circuit to represent your model. Maybe the conversation here can be helpful.
Please let me know if this answers your question or if you have further questions!