munila

https://github.com/HarisIqbal88/PlotNeuralNet/tree/master/examples/Unet_Ushape Maybe this solves your needs

did you try to use a larger learning rate like e.g. 1e-3? try to reuse hyperparameters from run_traj.sh maybe it will fix your problem