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authorYurenHao0426 <Blackhao0426@gmail.com>2026-08-03 09:19:01 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-08-03 09:19:01 -0500
commit4e32a4f9ea69f9b814fa0363a31ecf9224294477 (patch)
tree98162291669586f21d2351aa9324f9e9744c9a08
parent6943da547fce08acc70647d1a93988b8585eedcd (diff)
Replace the EP-family wall-clock figure with the measured backprop ratiomain
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.
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<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>