From 6511709317a5554798cf692753439112d3165450 Mon Sep 17 00:00:00 2001 From: Taehyung Kim Date: Thu, 31 Jul 2025 05:23:18 +0000 Subject: [PATCH 1/2] Added missing non-linearlity --- mnist/main.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/mnist/main.py b/mnist/main.py index 7d7899d9..ba333d3c 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) @@ -77,7 +78,7 @@ 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', From 7b75b6c0306c0e7fc336aaa3e43bfabec54dedb9 Mon Sep 17 00:00:00 2001 From: Taehyung Kim Date: Thu, 31 Jul 2025 05:29:02 +0000 Subject: [PATCH 2/2] space --- mnist/main.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mnist/main.py b/mnist/main.py index ba333d3c..166231af 100644 --- a/mnist/main.py +++ b/mnist/main.py @@ -22,7 +22,7 @@ def forward(self, x): x = self.conv1(x) x = F.relu(x) x = self.conv2(x) - x = F.relu(x) + x = F.relu(x) x = F.max_pool2d(x, 2) x = self.dropout1(x) x = torch.flatten(x, 1)