Add a visualizer to the github repository

.github/workflows/publish.yml

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+# This is a basic workflow to help you get started with Actions
+
+name: Publish site
+
+
+on:
+  release:
+    types: [published]
+  push:
+    branches:
+      - newbranch
+      - main
+      - docs
+
+jobs:
+
+  publish:
+    name: Publish the site
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository normally
+        uses: actions/checkout@v3
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.11"
+
+      - name: Configure Git user
+        run: |
+          git config --global user.email "${{ github.actor }}@users.noreply.github.com"
+          git config --global user.name "${{ github.actor }}"
+
+      - name: Init docs site
+        run: INFERENCE_RESULTS_REPO_OWNER=${{ github.repository_owner }} bash run.sh
+
+      - name: Run Mkdocs deploy
+        run: mkdocs gh-deploy --force

README.md

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+# MLPerf Inference Results v4.1
+
+This repository holds the results of MLPerf inference v4.1
+
+## Visualization of the results
+
+We use `mkdocs` to run a site for better visualization of the results. You can see it [here](https://gateoverflow.github.io/inference_results_v4.1) or you can run it locally by following the below commands.
+
+### Clone this repository
+```
+git clone https://github.com/gateoverflow/inference_results_v4.1
+```
+
+### Setup the site and fetch the template code
+```
+bash run.sh 
+```
+(Use run.bat on Windows)
+
+### Run the site
+
+Now the below command should lanuch a local website for visualization.
+```
+mkdocs serve
+```
+