From 2bbf5937af2b811b19467727c739b96f6525d825 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Roman=20R=C3=A4dle?= <roman.raedle@gmail.com>
Date: Sun, 11 Dec 2022 17:43:21 -0800
Subject: [PATCH] Install PyTorch Tutorial Basic tutorial for how to install
 the Python PyTorch dependency

---
 .../docs/tutorials/models/install-pytorch.mdx | 76 +++++++++++++++++++
 website/fb/sdoc-cache.json                    |  4 +
 website/sidebars.js                           | 10 ++-
 3 files changed, 89 insertions(+), 1 deletion(-)
 create mode 100644 website/docs/tutorials/models/install-pytorch.mdx
 create mode 100644 website/fb/sdoc-cache.json

diff --git a/website/docs/tutorials/models/install-pytorch.mdx b/website/docs/tutorials/models/install-pytorch.mdx
new file mode 100644
index 000000000..b5d94937d
--- /dev/null
+++ b/website/docs/tutorials/models/install-pytorch.mdx
@@ -0,0 +1,76 @@
+---
+id: install-pytorch
+sidebar_position: 1
+title: Install PyTorch
+---
+
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
+In this tutorial, we will learn a quick way for how to set up PyTorch.
+
+# [OPTIONAL] Set up Python virtual environment
+
+It is recommended to run the Python scripts in a virtual environment. Python offers a command to create a virtual environment with the following command.
+
+```shell
+python3 -m venv venv
+source venv/bin/activate
+```
+
+# Install `torch` dependency
+
+Last, let's install the PyTorch dependencies via the Python package manager.
+
+<Tabs
+  defaultValue="macos"
+  values={[
+    {label: 'macOS', value: 'macos'},
+    {label: 'Linux', value: 'linux'},
+    {label: 'Windows', value: 'windows'},
+  ]}>
+  <TabItem value="macos">
+
+  ```shell
+  pip install torch==1.12.1
+  ```
+
+  </TabItem>
+  <TabItem value="linux">
+
+  ```shell
+  pip install torch==1.12.1+cpu
+  ```
+
+  </TabItem>
+  <TabItem value="windows">
+
+  ```shell
+  pip install torch==1.12.1+cpu
+  ```
+
+  </TabItem>
+</Tabs>
+
+# Test Installation
+
+Open Python interpreter in terminal
+
+```python
+python
+```
+
+Then execute the two lines of code, which will print the PyTorch version
+
+```python
+import torch
+print(torch.__version__)
+```
+
+```python title="Output"
+1.12.1
+```
+
+Exit the Python interpreter with `exit()`.
+
+That's it! PyTorch is installed successfully
\ No newline at end of file
diff --git a/website/fb/sdoc-cache.json b/website/fb/sdoc-cache.json
new file mode 100644
index 000000000..e172e37eb
--- /dev/null
+++ b/website/fb/sdoc-cache.json
@@ -0,0 +1,4 @@
+{
+  "snippets": {},
+  "description": "@generated"
+}
\ No newline at end of file
diff --git a/website/sidebars.js b/website/sidebars.js
index 1f4e80c1d..a4fc98d79 100644
--- a/website/sidebars.js
+++ b/website/sidebars.js
@@ -35,7 +35,15 @@ module.exports = {
     },
     {
       type: 'category',
-      label: 'Tutorials',
+      label: 'Model Tutorials',
+      collapsed: false,
+      items: [
+        'tutorials/models/install-pytorch',
+      ],
+    },
+    {
+      type: 'category',
+      label: 'Demo Tutorials',
       collapsed: false,
       items: [
         'tutorials/snacks/image-classification',