Intermediate
Artificial Intelligence & Machine Learning
Q55 / 100
What is gradient clipping?
Correct! Well done.
Incorrect.
The correct answer is B) Limiting the gradient magnitude to a maximum threshold to prevent exploding gradients, especially in RNN training
B
Correct Answer
Limiting the gradient magnitude to a maximum threshold to prevent exploding gradients, especially in RNN training
Explanation
Exploding gradients: gradient norm grows exponentially in deep/RNN networks. Gradient clipping: if ||g|| > threshold, g = g * threshold/||g||. Essential for training RNNs and very deep networks.
Progress
55/100