From 29d1f7931eb6d90b906ca36143e57dc23127a67e Mon Sep 17 00:00:00 2001 From: f8upd8 Date: Sun, 17 Mar 2024 15:39:28 +0700 Subject: [PATCH] Fixing a couple of statements --- 05_pet_breeds.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/05_pet_breeds.ipynb b/05_pet_breeds.ipynb index 2f39d3a..289cec2 100644 --- a/05_pet_breeds.ipynb +++ b/05_pet_breeds.ipynb @@ -1252,7 +1252,7 @@ "source": [ "#### Taking the Log\n", "\n", - "Recall that cross entropy loss may involve the multiplication of many numbers. Multiplying lots of negative numbers together can cause problems like [numerical underflow](https://en.wikipedia.org/wiki/Arithmetic_underflow) in computers. Therefore, we want to transform these probabilities to larger values so we can perform mathematical operations on them. There is a mathematical function that does exactly this: the *logarithm* (available as `torch.log`). It is not defined for numbers less than 0, and looks like this between 0 and 1:" + "Recall that cross entropy loss may involve the multiplication of many numbers. Multiplying lots of small numbers together can cause problems like [numerical underflow](https://en.wikipedia.org/wiki/Arithmetic_underflow) in computers. Therefore, we want to transform these probabilities to larger values so we can perform mathematical operations on them. There is a mathematical function that does exactly this: the *logarithm* (available as `torch.log`). It is not defined for numbers less or equal than 0, and looks like this between 0 and 1:" ] }, {