From 5d17e2b4497d1a7bacd1de71779bd467ac96700a Mon Sep 17 00:00:00 2001 From: Roy Hyunjin Han Date: Thu, 22 May 2014 18:55:44 -0700 Subject: [PATCH] Clarify how to double the number of outputs The naive user will try to double the number of outputs in the last layer ``fc10`` and get confused on why it doesn't work. --- README.rst | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/README.rst b/README.rst index d14d13b..854377f 100644 --- a/README.rst +++ b/README.rst @@ -32,8 +32,10 @@ by modifying the section for the fc10 layer to look like so:: # ... dropout=0.5 -In practice, you'll probably also want to double the number of -``outputs`` in that layer. +In practice, you'll probably want to double the number of +``outputs`` in each layer with dropout, since dropout minimizes +overfitting. For example, you can add a new +hidden layer ``fc20`` with outputs=20 and dropout=0.5. CURAND random seeding