From 8e3cbca2d4e48e932b1586f01908cc267dd9ce41 Mon Sep 17 00:00:00 2001 From: Seongmin Hong Date: Fri, 16 May 2025 06:57:31 +0000 Subject: [PATCH 1/3] Correct typo in default value within help --- mnist/main.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mnist/main.py b/mnist/main.py index 7d7899d9..1bee55c4 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', From 5bbdad2be1c3daa68f92d8008e38ce2b07f33448 Mon Sep 17 00:00:00 2001 From: Seongmin Hong Date: Fri, 16 May 2025 07:15:36 +0000 Subject: [PATCH 2/3] added missing non-linearity --- mnist/main.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/mnist/main.py b/mnist/main.py index 1bee55c4..52fbadd9 100644 --- a/mnist/main.py +++ b/mnist/main.py @@ -22,7 +22,8 @@ def forward(self, x): x = self.conv1(x) x = F.relu(x) x = self.conv2(x) - x = F.max_pool2d(x, 2) + x = F.relu(x) + x = F.max_pool2d(x, 2) x = self.dropout1(x) x = torch.flatten(x, 1) x = self.fc1(x) From 121b3b578e602a45b754440c85da858d47cb6eaf Mon Sep 17 00:00:00 2001 From: Seongmin Hong Date: Fri, 16 May 2025 07:17:24 +0000 Subject: [PATCH 3/3] added missing non-linearity --- mnist/main.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mnist/main.py b/mnist/main.py index 52fbadd9..166231af 100644 --- a/mnist/main.py +++ b/mnist/main.py @@ -23,7 +23,7 @@ def forward(self, x): x = F.relu(x) x = self.conv2(x) x = F.relu(x) - x = F.max_pool2d(x, 2) + x = F.max_pool2d(x, 2) x = self.dropout1(x) x = torch.flatten(x, 1) x = self.fc1(x)