During batch training of a neural network, you notice that there is an oscillation in the loss. How should you adjust your model to ensure that it converges?
A. Decrease the learning rate hyperparameter
B. Increase the size of the training batch
C. Increase the learning rate hyperparameter
D. Decrease the size of the training batch
Answer:C
During batch training of a neural network, you notice that there is an oscillation in the loss. How should you adjust your model to ensure that it converges?
A. Decrease the learning rate hyperparameter B. Increase the size of the training batch C. Increase the learning rate hyperparameter D. Decrease the size of the training batch