From 58b0067bb6a1c7f3cddf232579493adad0e5f55b Mon Sep 17 00:00:00 2001
From: Lars Reimann <mail@larsreimann.com>
Date: Tue, 26 Nov 2024 16:46:18 +0100
Subject: [PATCH] docs: train only for 8 epochs to speed up execution

The result is not great with 32 epochs, either.
---
 ...ral_network_for_image_classification.ipynb | 44 +++++++++----------
 1 file changed, 21 insertions(+), 23 deletions(-)

diff --git a/docs/tutorials/convolutional_neural_network_for_image_classification.ipynb b/docs/tutorials/convolutional_neural_network_for_image_classification.ipynb
index ee15eaa03..d7035bb84 100644
--- a/docs/tutorials/convolutional_neural_network_for_image_classification.ipynb
+++ b/docs/tutorials/convolutional_neural_network_for_image_classification.ipynb
@@ -47,7 +47,6 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
    "id": "initial_id",
    "metadata": {
     "collapsed": true
@@ -57,7 +56,8 @@
     "\n",
     "images, filepaths = ImageList.from_files(\"data/shapes\", return_filenames=True)"
    ],
-   "outputs": []
+   "outputs": [],
+   "execution_count": null
   },
   {
    "cell_type": "markdown",
@@ -84,8 +84,8 @@
     "collapsed": false
    },
    "id": "66dcf95a3fa51f23",
-   "execution_count": null,
-   "outputs": []
+   "outputs": [],
+   "execution_count": null
   },
   {
    "cell_type": "markdown",
@@ -108,8 +108,8 @@
     "collapsed": false
    },
    "id": "32056ddf5396e070",
-   "execution_count": null,
-   "outputs": []
+   "outputs": [],
+   "execution_count": null
   },
   {
    "cell_type": "markdown",
@@ -149,8 +149,8 @@
     "collapsed": false
    },
    "id": "806a8091249d533a",
-   "execution_count": null,
-   "outputs": []
+   "outputs": [],
+   "execution_count": null
   },
   {
    "cell_type": "markdown",
@@ -175,8 +175,8 @@
     "collapsed": false
    },
    "id": "af68cc0d32655d32",
-   "execution_count": null,
-   "outputs": []
+   "outputs": [],
+   "execution_count": null
   },
   {
    "cell_type": "markdown",
@@ -198,15 +198,13 @@
   },
   {
    "cell_type": "code",
-   "source": [
-    "cnn_fitted = cnn.fit(dataset, epoch_size=32, batch_size=16)"
-   ],
+   "source": "cnn_fitted = cnn.fit(dataset, epoch_size=8, batch_size=16)",
    "metadata": {
     "collapsed": false
    },
    "id": "381627a94d500675",
-   "execution_count": null,
-   "outputs": []
+   "outputs": [],
+   "execution_count": null
   },
   {
    "cell_type": "markdown",
@@ -227,8 +225,8 @@
     "collapsed": false
    },
    "id": "62f63dd68362c8b7",
-   "execution_count": null,
-   "outputs": []
+   "outputs": [],
+   "execution_count": null
   },
   {
    "cell_type": "markdown",
@@ -249,8 +247,8 @@
     "collapsed": false
    },
    "id": "779277d73e30554d",
-   "execution_count": null,
-   "outputs": []
+   "outputs": [],
+   "execution_count": null
   },
   {
    "cell_type": "markdown",
@@ -271,8 +269,8 @@
     "collapsed": false
    },
    "id": "a5ddbbfba41aa7f",
-   "execution_count": null,
-   "outputs": []
+   "outputs": [],
+   "execution_count": null
   },
   {
    "cell_type": "markdown",
@@ -293,8 +291,8 @@
     "collapsed": false
    },
    "id": "7081595d7100fb42",
-   "execution_count": null,
-   "outputs": []
+   "outputs": [],
+   "execution_count": null
   }
  ],
  "metadata": {