diff --git a/5.0-GAIA-fashion-mnist.ipynb b/5.0-GAIA-fashion-mnist.ipynb
index 867c1b5..2dfb57b 100644
--- a/5.0-GAIA-fashion-mnist.ipynb
+++ b/5.0-GAIA-fashion-mnist.ipynb
@@ -27,7 +27,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "colab": {},
     "colab_type": "code",
@@ -45,7 +45,9 @@
     "import sys, subprocess\n",
     "\n",
     "IN_COLAB = \"google.colab\" in sys.modules\n",
-    "colab_requirements = [\"pip install tf-nightly-gpu-2.0-preview==2.0.0.dev20190513\"]\n",
+    "colab_requirements = [\"pip install tf-nightly-gpu-2.0-preview==2.0.0.dev20190513\",\n",
+    "                     \"pip install tfp-nightly==0.7.0.dev20190508\",\n",
+    "                     ]\n",
     "if IN_COLAB:\n",
     "    for i in colab_requirements:\n",
     "        run_subprocess_command(i)"
@@ -73,7 +75,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-10T23:02:53.080422Z",
@@ -107,7 +109,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-10T23:02:53.085836Z",
@@ -143,7 +145,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-10T23:02:53.176505Z",
@@ -165,7 +167,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-10T23:02:58.612141Z",
@@ -211,7 +213,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-10T23:02:58.638319Z",
@@ -339,7 +341,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-10T23:02:58.746308Z",
@@ -356,7 +358,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-10T23:02:58.833907Z",
@@ -488,7 +490,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-10T23:02:59.710355Z",
@@ -527,7 +529,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-10T23:03:00.338845Z",
@@ -545,7 +547,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-10T23:03:07.331536Z",
@@ -562,7 +564,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-10T23:03:07.346895Z",
@@ -593,7 +595,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-10T23:03:07.465158Z",
@@ -611,7 +613,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2019-05-11T00:56:46.240031Z",
@@ -670,16 +672,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 0,
+   "execution_count": null,
    "metadata": {
     "colab": {},
     "colab_type": "code",
     "id": "vyFWbSlgTxCy"
    },
    "outputs": [],
-   "source": [
-    ""
-   ]
+   "source": []
   }
  ],
  "metadata": {
@@ -710,5 +710,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 0
+ "nbformat_minor": 2
 }