Quiz 1 - Question 1

You train a model for 100 epochs and track both the training loss and the test loss. For the first 50 epochs, both the training loss and the test loss decrease with each epoch. The training loss continues to decrease to a very small value until the last epoch but the rate of decrease is very small for the last 20 epochs. The test loss, on the other hand, slightly increases for 10 epochs after the 50th epoch before decreasing again consistently, resulting in its lowest value at 100 epochs. Similarly to the training loss, the test loss decreases very slowly for the last 20 epochs. Which of the following statements is most likely true? (It may be useful to draw the loss curves.)