Writing training data to a log file and plotting training curves


(Vijay Dubey) #1

Hello everyone!!
How can I write my training data like the training loss, training error, validation error in a log file and then plot i the learning curve to visualize the performance of my model??
Please suggest . Also it would be very helpful, if there is some pre-implemented example related to that.

Thanks and regards


(jdhao) #2

Save the stat of each epoch either in numpy array or in a list and save it. When the training process ends, plot the stat saved. I think it is pretty simple.


#3

You can do it with the tensorboard logger.

For more information, please refer to https://github.com/TeamHG-Memex/tensorboard_logger

I am using it and it works perfectly for me.