File size: 471 Bytes
0b57a4b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 | import torch
import torch.nn as nn
class SimpleNN(nn.Module):
def __init__(self, input_size=784, hidden_size=128, num_classes=10):
super(SimpleNN, self).__init__()
self.fc1 = nn.Linear(input_size, hidden_size)
self.relu = nn.ReLU()
self.fc2 = nn.Linear(hidden_size, num_classes)
def forward(self, x):
x = x.view(x.size(0), -1)
x = self.fc1(x)
x = self.relu(x)
x = self.fc2(x)
return x
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