Hi is there a way to visualize the convergence of a model i

Question

Hi is there a way to visualize the convergence of a model i e plot the loss per training step after or during training

Cristian (Nixtla) · Answer

Hi < Stefan Wiegand> You can manually plot them using the stored trajectories We store the train and validation losses of each training step in the `train trajectories` and `valid trajectories` objects You can access them like `nf models 0 train trajectories` after the model is trained

Cristian (Nixtla) · Answer

Alternatively you can use tools like TensorBoard

Stefan Wiegand · Answer

Great thanks for your explanation that s exactly what I need

Stefan Wiegand · Answer

Just for the future reader when using an AutoNHITS model the trajectories are here nf models 0 model train trajectories

Farzad E · Answer

As Cristian mentioned TensorBoard is a good option and if you happen to use VSCode it is now integrated with TensorBoard All models do automatic logging so for anyone interested all you need to do when running your models is to search TensorBoard in VSCode and open it in another tab and watch the loss functions updating in realtime