From 207648254e10f8a49c9677de08e4eac07b3b6e04 Mon Sep 17 00:00:00 2001
From: Srelox <58371885+Sachapernak@users.noreply.github.com>
Date: Sun, 30 Nov 2025 23:11:51 +0100
Subject: [PATCH] Fix incorrect code comment in neural_networks_tutorial

The code example incorrectly labels the final linear layer as a "Gaussian layer".
However, `fc3` is a standard fully connected layer (`nn.Linear(84, 10)`).

Updated the comment to "Fully connected layer" to avoid confusion.

Fixes #3677
---
 beginner_source/blitz/neural_networks_tutorial.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/beginner_source/blitz/neural_networks_tutorial.py b/beginner_source/blitz/neural_networks_tutorial.py
index 9c04d9af0f3..23f50526e21 100644
--- a/beginner_source/blitz/neural_networks_tutorial.py
+++ b/beginner_source/blitz/neural_networks_tutorial.py
@@ -78,7 +78,7 @@ def forward(self, input):
         # Fully connected layer F6: (N, 120) Tensor input,
         # and outputs a (N, 84) Tensor, it uses RELU activation function
         f6 = F.relu(self.fc2(f5))
-        # Gaussian layer OUTPUT: (N, 84) Tensor input, and
+        # Fully connected layer OUTPUT: (N, 84) Tensor input, and
         # outputs a (N, 10) Tensor
         output = self.fc3(f6)
         return output