diff --git a/setup.py b/setup.py
index 2fe0ed9ebe..5618d77c90 100644
--- a/setup.py
+++ b/setup.py
@@ -25,7 +25,7 @@ setup(name='tinygrad',
       packages = ['tinygrad', 'tinygrad.runtime.autogen', 'tinygrad.runtime.autogen.am', 'tinygrad.codegen', 'tinygrad.nn',
                   'tinygrad.renderer', 'tinygrad.engine', 'tinygrad.viz', 'tinygrad.runtime', 'tinygrad.runtime.support',
                   'tinygrad.runtime.support.am', 'tinygrad.runtime.graph', 'tinygrad.shape'],
-      package_data = {'tinygrad': ['py.typed'], 'tinygrad.viz': ['index.html', 'perfetto.html', 'assets/**/*']},
+      package_data = {'tinygrad': ['py.typed'], 'tinygrad.viz': ['index.html', 'perfetto.html', 'assets/**/*', 'lib/**/*']},
       classifiers=[
         "Programming Language :: Python :: 3",
         "License :: OSI Approved :: MIT License"
diff --git a/tinygrad/viz/index.html b/tinygrad/viz/index.html
index d1b7181633..a177d66f10 100644
--- a/tinygrad/viz/index.html
+++ b/tinygrad/viz/index.html
@@ -6,6 +6,7 @@
   <link rel="icon" href="data:;base64,iVBORw0KGgo=">
   <script src="assets/d3js.org/d3.v5.min.js" charset="utf-8"></script>
   <script src="assets/dagrejs.github.io/project/dagre-d3/latest/dagre-d3.min.js"></script>
+  <script src="lib/graph.js"></script>
   <link rel="stylesheet" href="assets/cdnjs.cloudflare.com/ajax/libs/highlight.js/11.10.0/styles/default.min.css">
   <script src="assets/cdnjs.cloudflare.com/ajax/libs/highlight.js/11.10.0/highlight.min.js"></script>
   <script src="assets/cdnjs.cloudflare.com/ajax/libs/highlight.js/11.10.0/languages/python.min.js"></script>
@@ -233,53 +234,6 @@
     contains: [{ begin: '\\b(?:float|half)[0-9]+\\b', className: 'type' }, ...hljs.getLanguage('cpp').contains]
   }));
 
-  // **** D3
-  function recenterRects(svg, zoom) {
-    const svgBounds = svg.node().getBoundingClientRect();
-    for (const rect of svg.node().querySelectorAll("rect")) {
-      const rectBounds = rect.getBoundingClientRect();
-      const outOfBounds = rectBounds.top < svgBounds.top || rectBounds.left < svgBounds.left ||
-        rectBounds.bottom > svgBounds.bottom || rectBounds.right > svgBounds.right;
-      // if there's at least one rect in view we don't do anything
-      if (!outOfBounds) return;
-    }
-    svg.call(zoom.transform, d3.zoomIdentity)
-  }
-  function renderGraph(graph, additions) {
-    const g = new dagreD3.graphlib.Graph({ compound: true }).setGraph({ rankdir: "LR" }).setDefaultEdgeLabel(function() { return {}; });
-    g.setNode("addition", {label: "", clusterLabelPos: "top", style: additions.length !== 0 ? "fill: rgba(26, 27, 38, 0.5);" : "display: none;"});
-    for (const [k,u] of Object.entries(graph)) {
-      let node = {label: u[0], labelType: "text", style: `fill: ${u[2]};`};
-      // for PROGRAM UOp we render the node with a code block
-      if (u[0].includes("PROGRAM")) {
-        const [name, ...rest] = u[0].split("\n");
-        const label = Object.assign(document.createElement("div"));
-        label.appendChild(Object.assign(document.createElement("p"), {innerText: name, className: "label", style: "margin-bottom: 2px" }))
-        label.appendChild(highlightedCodeBlock(rest.join("\n"), "cpp", true));
-        node = {label, labelType: "html", style: `fill: ${u[2]}`};
-      }
-      g.setNode(k, node);
-      for (const src of u[1]) {
-        g.setEdge(src, k, {curve: d3.curveBasis})
-      }
-      if (additions.includes(parseInt(k))) {
-        g.setParent(k, "addition");
-      }
-    }
-    const svg = d3.select("#graph-svg");
-    const inner = svg.select("g");
-    var zoom = d3.zoom()
-      .scaleExtent([0.05, 2])
-      .on("zoom", () => {
-        const transform = d3.event.transform;
-        inner.attr("transform", transform);
-      });
-    recenterRects(svg, zoom);
-    svg.call(zoom);
-    const render = new dagreD3.render();
-    render(inner, g);
-  }
-
   // **** extra helpers
   const toPath = ([fp, lineno]) => `${fp.replaceAll("\\", "/").split("/").pop()}:${lineno}`;
   const vsCodeOpener = (parts) => Object.assign(document.createElement("a"), { textContent: parts[parts.length-1]+"\n\n",
diff --git a/tinygrad/viz/lib/graph.js b/tinygrad/viz/lib/graph.js
new file mode 100644
index 0000000000..73a4c8d275
--- /dev/null
+++ b/tinygrad/viz/lib/graph.js
@@ -0,0 +1,48 @@
+function recenterRects(svg, zoom) {
+  const svgBounds = svg.node().getBoundingClientRect();
+  for (const rect of svg.node().querySelectorAll("rect")) {
+    const rectBounds = rect.getBoundingClientRect();
+    const outOfBounds = rectBounds.top < svgBounds.top || rectBounds.left < svgBounds.left ||
+      rectBounds.bottom > svgBounds.bottom || rectBounds.right > svgBounds.right;
+    // if there's at least one rect in view we don't do anything
+    if (!outOfBounds) return;
+  }
+  svg.call(zoom.transform, d3.zoomIdentity)
+}
+
+window.renderGraph = function(graph, additions) {
+  // ** initialize the graph
+  const g = new dagreD3.dagre.graphlib.Graph({ compound: true });
+  g.setGraph({ rankdir: "LR" }).setDefaultEdgeLabel(function() { return {}; });
+  g.setNode("addition", {label: "", clusterLabelPos: "top", style: additions.length !== 0 ? "fill: rgba(26, 27, 38, 0.5);" : "display: none;"});
+  for (const [k,v] of Object.entries(graph)) {
+    const [label, src, color] = v;
+    const node = {label, labelType:"text", style:`fill: ${color};`};
+    // for PROGRAM UOp we render the node with a code block
+    if (label.includes("PROGRAM")) {
+      const [name, ...rest] = label.split("\n");
+      const labelEl = Object.assign(document.createElement("div"));
+      labelEl.appendChild(Object.assign(document.createElement("p"), {innerText: name, className: "label", style: "margin-bottom: 2px" }));
+      labelEl.appendChild(highlightedCodeBlock(rest.join("\n"), "cpp", true));
+      node.label = labelEl;
+      node.labelType = "html";
+    }
+    g.setNode(k, node);
+    for (const s of src) g.setEdge(s, k, {curve: d3.curveBasis});
+    if (additions.includes(parseInt(k))) g.setParent(k, "addition");
+  }
+
+  // ** select svg render
+  const svg = d3.select("#graph-svg");
+  const inner = svg.select("g");
+  const zoom = d3.zoom().scaleExtent([0.05, 2]).on("zoom", () => {
+    const transform = d3.event.transform;
+    inner.attr("transform", transform);
+  });
+  recenterRects(svg, zoom);
+  svg.call(zoom);
+
+  // ** calculate layout + render
+  const render = new dagreD3.render();
+  render(inner, g);
+}
diff --git a/tinygrad/viz/serve.py b/tinygrad/viz/serve.py
index 32bf84c418..55d7ee970a 100755
--- a/tinygrad/viz/serve.py
+++ b/tinygrad/viz/serve.py
@@ -124,7 +124,7 @@ class Handler(BaseHTTPRequestHandler):
       with open(os.path.join(os.path.dirname(__file__), "index.html"), "rb") as f: ret = f.read()
     elif (url:=urlparse(self.path)).path == "/profiler":
       with open(os.path.join(os.path.dirname(__file__), "perfetto.html"), "rb") as f: ret = f.read()
-    elif self.path.startswith("/assets/") and '/..' not in self.path:
+    elif (self.path.startswith("/assets/") or self.path.startswith("/lib/")) and '/..' not in self.path:
       try:
         with open(os.path.join(os.path.dirname(__file__), self.path.strip('/')), "rb") as f: ret = f.read()
         if url.path.endswith(".js"): content_type = "application/javascript"