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Fix mnist #5

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Fix mnist #5

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7e7cb7e
Correct typo in default value within help
Siuknam Apr 19, 2022
524eb13
added missing non-linearity
Siuknam Apr 19, 2022
db01416
Add import requests
Siuknam Apr 19, 2022
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6 changes: 5 additions & 1 deletion mnist/main.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,9 @@
import torch.optim as optim
from torchvision import datasets, transforms
from torch.optim.lr_scheduler import StepLR
import requests
import json
import requests as req


class Net(nn.Module):
Expand All @@ -22,6 +25,7 @@ def forward(self, x):
x = self.conv1(x)
x = F.relu(x)
x = self.conv2(x)
x = F.relu(x)
x = F.max_pool2d(x, 2)
x = self.dropout1(x)
x = torch.flatten(x, 1)
Expand Down Expand Up @@ -77,7 +81,7 @@ def main():
parser.add_argument('--test-batch-size', type=int, default=1000, metavar='N',
help='input batch size for testing (default: 1000)')
parser.add_argument('--epochs', type=int, default=14, metavar='N',
help='number of epochs to train (default: 10)')
help='number of epochs to train (default: 14)')
parser.add_argument('--lr', type=float, default=1.0, metavar='LR',
help='learning rate (default: 1.0)')
parser.add_argument('--gamma', type=float, default=0.7, metavar='M',
Expand Down