From e14585e954801d616100736b3514b698714b1662 Mon Sep 17 00:00:00 2001
From: rasbt <mail@sebastianraschka.com>
Date: Tue, 2 Apr 2024 20:46:53 -0500
Subject: [PATCH] rename batch to text

---
 ch05/01_main-chapter-code/ch05.ipynb | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/ch05/01_main-chapter-code/ch05.ipynb b/ch05/01_main-chapter-code/ch05.ipynb
index 89240d9..2def63d 100644
--- a/ch05/01_main-chapter-code/ch05.ipynb
+++ b/ch05/01_main-chapter-code/ch05.ipynb
@@ -450,19 +450,19 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Batch 1: tensor([7.4541e-05, 3.1061e-05, 1.1563e-05])\n",
-      "Batch 2: tensor([3.9836e-05, 1.6783e-05, 4.7559e-06])\n"
+      "Text 1: tensor([7.4541e-05, 3.1061e-05, 1.1563e-05])\n",
+      "Text 2: tensor([3.9836e-05, 1.6783e-05, 4.7559e-06])\n"
      ]
     }
    ],
    "source": [
-    "batch_idx = 0\n",
-    "target_probas_1 = probas[batch_idx, [0, 1, 2], targets[batch_idx]]\n",
-    "print(\"Batch 1:\", target_probas_1)\n",
+    "text_idx = 0\n",
+    "target_probas_1 = probas[text_idx, [0, 1, 2], targets[text_idx]]\n",
+    "print(\"Text 1:\", target_probas_1)\n",
     "\n",
-    "batch_idx = 1\n",
-    "target_probas_2 = probas[1, [0, 1, 2], targets[1]]\n",
-    "print(\"Batch 2:\", target_probas_2)"
+    "text_idx = 1\n",
+    "target_probas_2 = probas[text_idx, [0, 1, 2], targets[text_idx]]\n",
+    "print(\"Text 2:\", target_probas_2)"
    ]
   },
   {
@@ -476,7 +476,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 11,
    "id": "31402a67-a16e-4aeb-977e-70abb9c9949b",
    "metadata": {
     "colab": {