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<title>faeval.git/experiments/ep_synthetic.py, branch master</title>
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<entry>
<title>Add checkpoint saving to ep_synthetic.py</title>
<updated>2026-04-03T16:18:21+00:00</updated>
<author>
<name>YurenHao0426</name>
<email>Blackhao0426@gmail.com</email>
</author>
<published>2026-04-03T16:18:21+00:00</published>
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<id>4715dd0ead4884baf1c0209bb19ec004fc7bef1f</id>
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Co-Authored-By: Claude Opus 4.6 (1M context) &lt;noreply@anthropic.com&gt;
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<pre>
Co-Authored-By: Claude Opus 4.6 (1M context) &lt;noreply@anthropic.com&gt;
</pre>
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</content>
</entry>
<entry>
<title>Fix EP credit sign: negate (h_nudge - h_free)/β to align with BP grad direction</title>
<updated>2026-04-03T04:34:12+00:00</updated>
<author>
<name>YurenHao0426</name>
<email>Blackhao0426@gmail.com</email>
</author>
<published>2026-04-03T04:34:12+00:00</published>
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<id>2aaabd9a95386bf9f274cb9907ac6a5306171759</id>
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EP nudge moves h toward lower loss (opposite to BP grad which points toward loss increase).
Without negation, Gamma is negative and rho is -0.25.

Co-Authored-By: Claude Opus 4.6 (1M context) &lt;noreply@anthropic.com&gt;
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<pre>
EP nudge moves h toward lower loss (opposite to BP grad which points toward loss increase).
Without negation, Gamma is negative and rho is -0.25.

Co-Authored-By: Claude Opus 4.6 (1M context) &lt;noreply@anthropic.com&gt;
</pre>
</div>
</content>
</entry>
<entry>
<title>Fix ep_synthetic: bp dict needs L+1 entries for EP credit comparison</title>
<updated>2026-04-03T02:14:25+00:00</updated>
<author>
<name>YurenHao0426</name>
<email>Blackhao0426@gmail.com</email>
</author>
<published>2026-04-03T02:14:25+00:00</published>
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<id>045385c975e7f6b64678edf8835e771614352f9f</id>
<content type='text'>
Co-Authored-By: Claude Opus 4.6 (1M context) &lt;noreply@anthropic.com&gt;
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
Co-Authored-By: Claude Opus 4.6 (1M context) &lt;noreply@anthropic.com&gt;
</pre>
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</content>
</entry>
<entry>
<title>Add EP synthetic ladder script</title>
<updated>2026-04-02T23:11:23+00:00</updated>
<author>
<name>YurenHao0426</name>
<email>Blackhao0426@gmail.com</email>
</author>
<published>2026-04-02T23:11:23+00:00</published>
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<id>1a917bca503c3a53610f363929f24e44a77fcb48</id>
<content type='text'>
Co-Authored-By: Claude Opus 4.6 (1M context) &lt;noreply@anthropic.com&gt;
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
Co-Authored-By: Claude Opus 4.6 (1M context) &lt;noreply@anthropic.com&gt;
</pre>
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</content>
</entry>
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