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How to get some meaningful debug when training a Neural Network.

Is there anyway a network can be trained one iteration at a time, printing out some debug (e.g. iteration count, current error) compare current error with max error ,...? Currently I can only blind train a network, not knowing anything happening until the training is done, which is terrible because my current neural network is huge and training should take days or weeks.