Bruce additional updates

Author: brucejlin

_ecosystem/glow.md

@@ -5,7 +5,7 @@ summary: Glow is a ML compiler that accelerates the performance of deep learning
 external: true
 link: https://github.com/pytorch/glow
 order: 3
-summary-home: Glow is a machine learning compiler that accelerates the performance of deep learning frameworks on different hardware platforms.
+summary-home: Glow is a ML compiler that accelerates the performance of deep learning frameworks on different hardware platforms.
 featured-home: true
 logo-class: tool
 

_features/cloud-partners.md

@@ -15,8 +15,8 @@ snippet: >
     print()
   ```
 
-summary: PyTorch is well supported on major cloud platforms, providing frictionless development and easy scaling.
+summary-home: PyTorch is well supported on major cloud platforms, providing frictionless development and easy scaling.
 
 ---
 
-PyTorch is well supported on major cloud platforms, providing frictionless development and easy scaling through prebuilt images, large scale training on GPUs, running models in a production scale environment, and more.
+PyTorch is well supported on major cloud platforms, providing frictionless development and easy scaling through prebuilt images, large scale training on GPUs, ability to run models in a production scale environment, and more.

_features/distributed-training.md

@@ -15,7 +15,7 @@ snippet: >
     print()
   ```
 
-summary-home: Optimize performance with scalable distributed training in both research and production through the torch.distributed backend.
+summary-home: Scalable distributed training and performance optimization in research and production is enabled by the torch.distributed backend.
 featured-home: true
 
 ---

_includes/quick_start_cloud_options.html

@@ -20,7 +20,7 @@
       </div>
 
       <ul>
-        <li><a href="https://cloud.google.com/deep-learning-vm-image/">Cloud Deep Learning VM Image</a></li>
+        <li><a href="https://cloud.google.com/deep-learning-vm/docs/pytorch_start_instance">Cloud Deep Learning VM Image</a></li>
       </ul>
     </div>
   </div>

_resources/docs.md

@@ -1,10 +1,8 @@
 ---
 title: Docs
 summary: Access comprehensive developer documentation.
-summary-home: Access comprehensive developer documentation.
 class: pytorch-resource
 link: https://pytorch.org/docs/
 order: 1
-featured-home: false
 
 ---

_resources/pytorch-discuss.md

@@ -1,8 +1,9 @@
 ---
 title: PyTorch Discuss
+summary-home: Browse and join discussions on deep learning with PyTorch.
 summary: Browse and join discussions on deep learning with PyTorch.
 class: pytorch-resource
 link: https://discuss.pytorch.org
 order: 4
-featured: true
+featured-home: true
 ---

_resources/slack.md

@@ -1,8 +1,9 @@
 ---
 title: Slack
-summary: Get your questions answered and collaborate. Request access
+summary-home: Get questions answered. Email [email protected] for access.
+summary: Get questions answered. Email [email protected] for access.
 class: slack
 link: https://pytorch.slack.com
 order: 5
-featured: true
+featured-home: true
 ---

_resources/tutorials.md

@@ -1,10 +1,8 @@
 ---
 title: Tutorials
 summary: Get in-depth tutorials for beginners and advanced developers.
-summary-home: Get in-depth tutorials for beginners and advanced developers.
 class: pytorch-resource
 link: https://pytorch.org/tutorials
 order: 2
-featured-home: false
 
 ---

resources.html

@@ -10,7 +10,7 @@
   <div class="container">
     <h1>Resources</h1>
 
-    <p class="lead">Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.</p>
+    <p class="lead">Explore educational courses, get your questions answered, and join the discussion with other PyTorch developers.</p>
   </div>
 </div>