Question: Gradient Descent Problem Consider two functions f(x, y) (x10)(y 2)2, and g(x,y) (x - 10)2 +(x -y +5) 1. Please implement a basic gradient descent
Gradient Descent Problem
Consider two functions f(x, y) (x10)(y 2)2, and g(x,y) (x - 10)2 +(x -y +5) 1. Please implement a basic gradient descent algorithm using the language you are familiar with (Python, Jave, C++, etc), or tensorflow. 2. Starting with (x,y)-(0.0), and set up a fixed learning rate -0.5, run the gradient descent algorithm for each function. Run for 10 iterations, and report both (x, y) and the function value at the end of each iteration. 3 Adjust the , and find out the fastest convergence (smallest function value) after T steps (try T-10 or 100)
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