diff --git a/doc/_static/logo2_compressed.svg b/doc/_static/logo2_compressed.svg
new file mode 100644
index 000000000000..1cb032d4c6ea
--- /dev/null
+++ b/doc/_static/logo2_compressed.svg
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\ No newline at end of file
diff --git a/doc/_templates/layout.html b/doc/_templates/layout.html
index f30a5c758b06..939e05e1ca82 100644
--- a/doc/_templates/layout.html
+++ b/doc/_templates/layout.html
@@ -36,7 +36,7 @@
     {%- else %}
     <a href="{{ pathto('index') }}">
         <div style="float: left; position: absolute; width: 496px; bottom: 0; padding-bottom: 24px"><span style="float: right; color: #789; background: white">Version {{ version|e }}</span></div>
-        <img src="{{pathto("_static/logo2.png", 1) }}" height="125px" border="0" alt="matplotlib"/></a>
+        <img src="{{pathto("_static/logo2_compressed.svg", 1) }}" height="125px" border="0" alt="matplotlib"/></a>
     {%- endif %}
     
     <!-- The "Fork me on github" ribbon -->