diff --git a/videos/032_numpy_broadcasting_explained/numpy_broadcasting.ipynb b/videos/032_numpy_broadcasting_explained/numpy_broadcasting.ipynb
index 7789faf..15cf306 100644
--- a/videos/032_numpy_broadcasting_explained/numpy_broadcasting.ipynb
+++ b/videos/032_numpy_broadcasting_explained/numpy_broadcasting.ipynb
@@ -410,8 +410,8 @@
     "# y = np.array([2, 3, 4]).reshape(3, 1, 1)\n",
     "\n",
     "# Understand with for-loops\n",
-    "x = np.ones(shape, dtype=np.uint8) # for example\n",
     "shape = (1000, 3, 32, 32)\n",
+    "x = np.ones(shape, dtype=np.uint8) # for example\n",
     "out = np.empty(shape, dtype=np.uint8)\n",
     "N, C, W, H = shape\n",
     "for n in range(N):\n",