Assuming that the input to the network/model is “x=torch.rand(4,3,32,32)”, what would be the value to replace “???”IN LINE 5 ? Please justify. class Net(nn.Module): def __init__(self): super(Net, self).__init__() self.conv = nn.Conv2d(3, 6, (5, 5)) self.fc = nn.Linear(???, 10) def forward(self, x): x=self.conv(x) x = F.max_pool2d(x, (2, 2)) x = torch.flatten(x, 1) x = F.relu(self.fc(x)) return x
Assuming that the input to the network/model is “x=torch.rand(4,3,32,32)”, what would be the value to replace “???”IN LINE 5 ? Please justify. class Net(nn.Module): def __init__(self): super(Net, self).__init__() self.conv = nn.Conv2d(3, 6, (5, 5)) self.fc = nn.Linear(???, 10) def forward(self, x): x=self.conv(x) x = F.max_pool2d(x, (2, 2)) x = torch.flatten(x, 1) x = F.relu(self.fc(x)) return x
Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
Related questions
Question
Assuming that the input to the network/model is “x=torch.rand(4,3,32,32)”, what would be the value to replace “???”IN LINE 5 ? Please justify.
class Net(nn.Module):
def __init__(self):
super(Net, self).__init__()
self.conv = nn.Conv2d(3, 6, (5, 5))
self.fc = nn.Linear(???, 10)
def forward(self, x):
x=self.conv(x)
x = F.max_pool2d(x, (2, 2))
x = torch.flatten(x, 1)
x = F.relu(self.fc(x))
return x
Expert Solution
This question has been solved!
Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.
This is a popular solution!
Trending now
This is a popular solution!
Step by step
Solved in 2 steps
Recommended textbooks for you
Computer Networking: A Top-Down Approach (7th Edi…
Computer Engineering
ISBN:
9780133594140
Author:
James Kurose, Keith Ross
Publisher:
PEARSON
Computer Organization and Design MIPS Edition, Fi…
Computer Engineering
ISBN:
9780124077263
Author:
David A. Patterson, John L. Hennessy
Publisher:
Elsevier Science
Network+ Guide to Networks (MindTap Course List)
Computer Engineering
ISBN:
9781337569330
Author:
Jill West, Tamara Dean, Jean Andrews
Publisher:
Cengage Learning
Computer Networking: A Top-Down Approach (7th Edi…
Computer Engineering
ISBN:
9780133594140
Author:
James Kurose, Keith Ross
Publisher:
PEARSON
Computer Organization and Design MIPS Edition, Fi…
Computer Engineering
ISBN:
9780124077263
Author:
David A. Patterson, John L. Hennessy
Publisher:
Elsevier Science
Network+ Guide to Networks (MindTap Course List)
Computer Engineering
ISBN:
9781337569330
Author:
Jill West, Tamara Dean, Jean Andrews
Publisher:
Cengage Learning
Concepts of Database Management
Computer Engineering
ISBN:
9781337093422
Author:
Joy L. Starks, Philip J. Pratt, Mary Z. Last
Publisher:
Cengage Learning
Prelude to Programming
Computer Engineering
ISBN:
9780133750423
Author:
VENIT, Stewart
Publisher:
Pearson Education
Sc Business Data Communications and Networking, T…
Computer Engineering
ISBN:
9781119368830
Author:
FITZGERALD
Publisher:
WILEY