Question: Consider the following network with two fully connected and one ReLU layer: 1 . Compute the forward pass and loss of the network for inputs:

Consider the following network with two fully connected and one ReLU layer: 1. Compute the forward pass and loss of the network for inputs: (x=[10]T ,y =2),(x=[01]T ,y =0), and (x=[11]T ,y =-2) 2. For each input above, compute \partiall \partialx () using back-propagation. 3. How many operations (multiplications and additions) do you need to perform in backpropagation. Only count the Jacobean matrix multiplication operations. How many additional operations would you require to compute

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 Programming Questions!