diff --git a/lecture2/exercise_2_2_checkerboard_solution.ipynb b/lecture2/exercise_2_2_checkerboard_solution.ipynb
index 60b07ad24aa13a7eaa43444e9c19e750ad54e0a3..fb2248f682188a01acf44743397289d42a9cf306 100644
--- a/lecture2/exercise_2_2_checkerboard_solution.ipynb
+++ b/lecture2/exercise_2_2_checkerboard_solution.ipynb
@@ -105,7 +105,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2022-08-09 14:11:48.800482: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE4.1 SSE4.2 AVX AVX2 FMA\n",
+      "2022-08-09 14:14:50.458936: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE4.1 SSE4.2 AVX AVX2 FMA\n",
       "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n"
      ]
     }
@@ -210,7 +210,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2022-08-09 14:11:48.993134: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)\n"
+      "2022-08-09 14:14:50.610888: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)\n"
      ]
     }
    ],
@@ -264,12 +264,12 @@
    "source": [
     "xy = xy.reshape(-1, 2)\n",
     "pred = model.predict(xy)\n",
-    "pred = pred.reshape(n, n, 1)"
+    "pred = pred.reshape(n, n)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 10,
    "id": "f2b114c1",
    "metadata": {},
    "outputs": [
@@ -279,13 +279,13 @@
        "[Text(0.5, 0, '$x_1$'), Text(0, 0.5, '$x_2$'), None]"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 2 Axes>"
       ]
@@ -300,7 +300,7 @@
     "# plot model prediction\n",
     "fig, ax = plt.subplots(1)\n",
     "im = ax.imshow(\n",
-    "    np.squeeze(pred),\n",
+    "    pred,\n",
     "    extent=(-1, 1, -1, 1),\n",
     "    origin=\"lower\",\n",
     "    vmin=0,\n",