Merge branch 'main' into 3530_Distributed_Pipeline_Parallelism

Author: patrocinio

beginner_source/basics/intro.py

@@ -34,7 +34,7 @@
 -------------------------
 You can run this tutorial in a couple of ways:
 
-- **In the cloud**: This is the easiest way to get started! Each section has a "Run in Microsoft Learn" and "Run in Google Colab" link at the top, which opens an integrated notebook in Microsoft Learn or Google Colab, respectively, with the code in a fully-hosted environment.
+- **In the cloud**: This is the easiest way to get started! Each section has a "Run in Google Colab" link at the top, which opens an integrated notebook in Google Colab with the code in a fully-hosted environment.
 - **Locally**: This option requires you to setup PyTorch and TorchVision first on your local machine (`installation instructions <https://pytorch.org/get-started/locally/>`_). Download the notebook or copy the code into your favorite IDE.
 
 

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