[Python] Pytorch, TypeError: object() takes no parameters

This is probably a beginner question, but nevertheless: When running an image classifier build with pytorch, I get this error:

Traceback (most recent call last):
File "/pytorch/kanji_torch.py", line 47, in <module>
network = Network()
File "/pytorch/kanji_torch.py", line 113, in __init__
self.conv1 = nn.Conv2d(1, 32, 5)
File "/python3.5/site-packages/torch/nn/modules/conv.py", line 233, in __init__
False, _pair(0), groups, bias)
File "/python3.5/site-packages/torch/nn/modules/conv.py", line 32, in __init__
out_channels, in_channels // groups, *kernel_size))
TypeError: object() takes no parameters


I define the network class like this:

class Network(torch.nn.Module):
def __init__(self):
super(Network, self).__init__()
self.conv1 = nn.Conv2d(1, 32, 5)
self.pool = nn.MaxPool2d(2, 2)
self.conv2 = nn.Conv2d(32, 64, 5)
self.pool2 = nn.MaxPool2d(2, 2)
self.conv3 = nn.Conv2d(64, 64, 5)
self.pool2 = nn.MaxPool2d(2, 2)
self.fc1 = nn.Linear(64 * 5 * 5, 512)
self.fc2 = nn.Linear(512, 640)
self.fc3 = nn.Linear(640, 3756)


Pretty sure that I imported all the relevant pytorch library modules correctly. (import torch.nn as nn and
import torch)

Any ideas of what I'm doing wrong?

Thank you!

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