Upload network definition class and model weight dict

mnist_model.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7faac19f519a6a3108f7684c7a7922292e12368816650c0be8528ca0a7fc6e98
+size 90352

mnist_model.py

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+import torch.nn as nn
+import torch.nn.functional as F
+
+class Net(nn.Module):
+    def __init__(self):
+        super(Net, self).__init__()
+        self.conv1 = nn.Conv2d(1, 10, kernel_size=5)
+        self.conv2 = nn.Conv2d(10, 20, kernel_size=5)
+        self.fc1 = nn.Linear(320, 50)
+        self.fc2 = nn.Linear(50, 10)
+
+    def forward(self, x):
+        x = F.relu(F.max_pool2d(self.conv1(x), 2))
+        x = F.relu(F.max_pool2d(self.conv2(x), 2))
+        x = x.view(-1, 320)
+        x = F.relu(self.fc1(x))
+        x = self.fc2(x)
+        return F.log_softmax(x, dim=1)