From 4e32a4f9ea69f9b814fa0363a31ecf9224294477 Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Mon, 3 Aug 2026 09:19:01 -0500
Subject: Replace the EP-family wall-clock figure with the measured backprop
 ratio

The 0.4x figure compared relaxation-iteration counts across methods that count
different things: the closest EP-family baseline uses asynchronous local updates
where one iteration moves information roughly one layer, while ours transmits
through the whole stack per round. Wall-clock against backprop on matched
hardware is the currency that survives that difference, and it measures 2.7x.
---
 index.html | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

(limited to 'index.html')

diff --git a/index.html b/index.html
index 24e2872..e3d0477 100644
--- a/index.html
+++ b/index.html
@@ -1249,8 +1249,8 @@
           <span>matched quality at 72M parameters</span>
         </div>
         <div class="proof">
-          <strong>0.4×</strong>
-          <span>training wall-clock vs the closest EP-family baseline</span>
+          <strong>2.7×</strong>
+          <span>training wall-clock vs backprop, measured on matched hardware</span>
         </div>
       </div>
     </section>
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