Question: 6 . 2 Consider running gradient descent with a fixed learning rate gamma . For each of the following, we plot the function value

6.2 Consider running gradient descent with a fixed learning rate \gamma . For each of the following, we plot the function value over 10 steps (the function is different each time). Decide whether the learning rate is probably too high, too low, or about right.
1. f1: 100,99,98,97,96,95,94,93,92,91
2. f2: 100,50,75,60,65,45,75,110,90,85
3. f3: 100,80,65,50,40,35,31,29,28,27.5,27.34. f4: 100,80,60,40,20,0,20,40,60,80,100

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Finance Questions!