From 6ee0fc76fb4da6405beb49b96d25d5e6b092deb8 Mon Sep 17 00:00:00 2001 From: Eduardo Cueto-Mendoza Date: Tue, 31 Dec 2024 15:50:07 +0000 Subject: [PATCH] New experiment format --- Experiment-1.norg | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/Experiment-1.norg b/Experiment-1.norg index e69de29..241e194 100644 --- a/Experiment-1.norg +++ b/Experiment-1.norg @@ -0,0 +1,16 @@ +* Early Stopping initial experiment + With this experiment we try to verify empirically that as Early Stopping tolerance increases (to bigger values) we obtain the correct estimate of the correct epoch to stop training + - ( ) Train NN model at an increasing Early Stopping tolerance + - ( ) Repeat step one with bigger model sizes + - ( ) At every step capture the energy, performance, and entropy + - ( ) Record the stopping epoch + - ( ) Verify that there is a correlation between the stopping epochs and entropy + +* Possible Results + We expect that the results show a correlation between an increase on complexity and stopping epoch i.e. as we increase Early Stopping tolenrance the complexity will either increase or decrease. + +* Possible Conclusions + + + +* Further Work