Artificial Intelligence, Deep Learning, Machine Learning, Gradient Descent, Optimization.
the training updates don’t behave in a weird manner. The key point in Adam is that it combines the advantages of Momentum GD (moving faster in gentle regions) and RMSProp GD (adjusting learning rate). Adam Optimizer (cyan color curve) Because Adam has a property of Momentum GD, we can see that it