Training deep learning model in Jupyterlab desktop

I am trying to train my Deep reinforcement learning based model using jupyterlab desktop. When the training passes 9hrs, the desktop app frozen and the model is not training.(I checked
the task manager as well). Is this because of memory limitation, Do i have to change any settings?