From a3df8f47b9bbadd81fb939019e5a60d4e4bbc9ef Mon Sep 17 00:00:00 2001 From: osmarks Date: Sun, 25 Aug 2024 19:17:52 +0000 Subject: [PATCH] =?UTF-8?q?Edit=20=E2=80=98scaling=5Flaws=E2=80=99?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- scaling_laws.myco | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scaling_laws.myco b/scaling_laws.myco index 8c3a120..cd8313d 100644 --- a/scaling_laws.myco +++ b/scaling_laws.myco @@ -1 +1 @@ -The principle on which scaling laws are based is that straight lines on graphs are the most powerful force in the universe. If a sufficiently smooth trendline (on a linear or log scale) is discovered, the universe will contrive to extend this trend line (until it doesn't; see [[Moore's Law]]). Scaling laws are important to [[biology]] (as organisms are constrained by limits such as heat dissipation, gas/chemical exchange across membranes or via lungs, mechanical support, and power consumption and will expand up to those limits) and [[deep learning]], in which metrics such as [[training loss]] usually scale smoothly according to power laws, due to the [[fundamental apiostructure of reality]]. \ No newline at end of file +The principle on which scaling laws are based is that straight lines on graphs are the most powerful force in the universe. If a sufficiently smooth trendline (on a linear or log scale) is discovered, the universe will contrive to extend this trend line (until it doesn't; see [[Moore's Law]]). Scaling laws are important to [[biology]] (as organisms are constrained by limits such as heat dissipation, gas/chemical exchange across membranes or via lungs, mechanical support and power consumption and will expand up to those limits) and [[deep learning]], in which metrics such as [[training loss]] usually scale smoothly according to power laws, due to the [[fundamental apiostructure of reality]]. \ No newline at end of file