Quantile regression neural network is used for probability prediction

Hello, brothers

As a beginner in photovoltaic prediction, I used the layers neural network to make probability prediction, which produced the result as shown in the figure. I found that the prediction result fluctuated frequently, as did the generated probability interval. What might be the cause?

Input time step = one day PV

Output time step =1

Hi @jiawei_gao Apologies & welcome to the Tensorflow forum.
Several days already and still no replies.
Maybe you should provide further details on your model (data, model, training, code, etc…)?
Thank you!