From cbe69bb7d46351fb990f1a60a45eca2ca5173e04 Mon Sep 17 00:00:00 2001 From: jewon Lee Date: Fri, 16 May 2025 07:02:59 +0000 Subject: [PATCH 1/2] Correct typo in default value within help --- mnist/main.py | 30 ++++++++++++++++++++++++++++-- 1 file changed, 28 insertions(+), 2 deletions(-) diff --git a/mnist/main.py b/mnist/main.py index 7d7899d9..2f8e6427 100644 --- a/mnist/main.py +++ b/mnist/main.py @@ -77,7 +77,7 @@ 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', @@ -94,7 +94,6 @@ def main(): help='For Saving the current Model') args = parser.parse_args() use_cuda = not args.no_cuda and torch.cuda.is_available() - torch.manual_seed(args.seed) device = torch.device("cuda" if use_cuda else "cpu") @@ -132,3 +131,30 @@ def main(): if __name__ == '__main__': main() + + + + + + + + + + + + + + + + + + + + + + + + + + + From 9b6d3897d68990dc1fd11789ff6db1fb3c4ddf6c Mon Sep 17 00:00:00 2001 From: jewon Lee Date: Fri, 16 May 2025 07:14:56 +0000 Subject: [PATCH 2/2] add missing non-linearity --- mnist/main.py | 1 + 1 file changed, 1 insertion(+) diff --git a/mnist/main.py b/mnist/main.py index 2f8e6427..df88f40d 100644 --- a/mnist/main.py +++ b/mnist/main.py @@ -22,6 +22,7 @@ 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)