From d6d0afdfd334296a60c4ee38d319b6544f23200a Mon Sep 17 00:00:00 2001
From: udlbook <110402648+udlbook@users.noreply.github.com>
Date: Sun, 24 Dec 2023 12:34:48 -0500
Subject: [PATCH] Created using Colaboratory

---
 Notebooks/Chap11/11_2_Residual_Networks.ipynb | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/Notebooks/Chap11/11_2_Residual_Networks.ipynb b/Notebooks/Chap11/11_2_Residual_Networks.ipynb
index 4e4f981..613920f 100644
--- a/Notebooks/Chap11/11_2_Residual_Networks.ipynb
+++ b/Notebooks/Chap11/11_2_Residual_Networks.ipynb
@@ -4,7 +4,7 @@
   "metadata": {
     "colab": {
       "provenance": [],
-      "authorship_tag": "ABX9TyObut1y9atNUuowPT6dMY+I",
+      "authorship_tag": "ABX9TyMXS3SPB4cS/4qxix0lH/Hq",
       "include_colab_link": true
     },
     "kernelspec": {
@@ -144,10 +144,10 @@
         "  def count_params(self):\n",
         "    return sum([p.view(-1).shape[0] for p in self.parameters()])\n",
         "\n",
-        "# # TODO -- Add residual connections to this model\n",
-        "# # The order of operations should similar to figure 11.5b\n",
-        "# # linear1 first, ReLU+linear2 in first residual block, ReLU+linear3 in second residual block), linear4 at end\n",
-        "# # Replace this function\n",
+        "# TODO -- Add residual connections to this model\n",
+        "# The order of operations within each block should similar to figure 11.5b\n",
+        "# ie., linear1 first, ReLU+linear2 in first residual block, ReLU+linear3 in second residual block), linear4 at end\n",
+        "# Replace this function\n",
         "  def forward(self, x):\n",
         "    h1 = self.linear1(x).relu()\n",
         "    h2 = self.linear2(h1).relu()\n",