From 220cc883ecb2f007edc7ecd90fd51d2a2b7be208 Mon Sep 17 00:00:00 2001
From: Yuren Hao <97327730+YurenHao0426@users.noreply.github.com>
Date: Thu, 30 Jul 2026 14:58:33 +0700
Subject: Frame training cost against EP baselines (#4)

---
 index.html | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/index.html b/index.html
index 53de31e..067d7af 100644
--- a/index.html
+++ b/index.html
@@ -1212,8 +1212,8 @@
           <span>perplexity gap to its backprop twin</span>
         </div>
         <div class="proof">
-          <strong>~2×</strong>
-          <span>measured training wall-clock vs backprop</span>
+          <strong>0.4×</strong>
+          <span>training wall-clock vs the closest EP-family baseline</span>
         </div>
       </div>
     </section>
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