liqiang
b119135836
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79 lines
9.1 KiB
XML
79 lines
9.1 KiB
XML
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<text x="490" y="25" font-family="Arial, sans-serif" font-size="19" fill="#333333" text-anchor="middle" font-weight="bold">同一 SWE-bench 任务：16 次 rollout 如何产生一次更新</text>
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<text x="125" y="88" font-family="Arial, sans-serif" font-size="16" fill="#333333" text-anchor="middle" font-weight="bold">同一任务 + 初始代码</text>
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<text x="45" y="116" font-family="'Courier New', monospace" font-size="13" fill="#333333">parser.py</text>
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<text x="45" y="137" font-family="'Courier New', monospace" font-size="13" fill="#333333">空输入触发 IndexError</text>
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<text x="45" y="158" font-family="'Courier New', monospace" font-size="13" fill="#333333">不能修改测试文件</text>
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<text x="347" y="101" font-family="Arial, sans-serif" font-size="17" fill="#333333" text-anchor="middle" font-weight="bold">策略模型</text>
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<text x="347" y="128" font-family="Arial, sans-serif" font-size="14" fill="#333333" text-anchor="middle">独立采样 16 条</text>
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<text x="347" y="151" font-family="Arial, sans-serif" font-size="13" fill="#666666" text-anchor="middle">每条都是一次完整执行</text>
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<text x="710" y="64" font-family="Arial, sans-serif" font-size="16" fill="#333333" text-anchor="middle" font-weight="bold">16 个相同沙箱中的 rollout（采样不同，初始状态相同）</text>
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<text x="532.5" y="98" font-family="Arial, sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central">#01 × 失败</text>
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<text x="647.5" y="98" font-family="Arial, sans-serif" font-size="12" fill="#ffffff" text-anchor="middle" dominant-baseline="central">#02 ✓ 通过</text>
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<text x="762.5" y="98" font-family="Arial, sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central">#03 × 失败</text>
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<text x="877.5" y="98" font-family="Arial, sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central">#04 × 失败</text>
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<text x="532.5" y="140" font-family="Arial, sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central">#05 × 失败</text>
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<rect x="595" y="124" width="105" height="30" rx="5" fill="#eeeeee" stroke="#333333" stroke-width="1.5"/>
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<text x="647.5" y="140" font-family="Arial, sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central">#06 × 失败</text>
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<rect x="710" y="124" width="105" height="30" rx="5" fill="#666666" stroke="#333333" stroke-width="1.5"/>
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<text x="762.5" y="140" font-family="Arial, sans-serif" font-size="12" fill="#ffffff" text-anchor="middle" dominant-baseline="central">#07 ✓ 通过</text>
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<text x="877.5" y="140" font-family="Arial, sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central">#08 × 失败</text>
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<text x="532.5" y="182" font-family="Arial, sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central">#09 × 失败</text>
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<text x="647.5" y="182" font-family="Arial, sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central">#10 × 失败</text>
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<rect x="710" y="166" width="105" height="30" rx="5" fill="#666666" stroke="#333333" stroke-width="1.5"/>
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<text x="762.5" y="182" font-family="Arial, sans-serif" font-size="12" fill="#ffffff" text-anchor="middle" dominant-baseline="central">#11 ✓ 通过</text>
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<rect x="825" y="166" width="105" height="30" rx="5" fill="#eeeeee" stroke="#333333" stroke-width="1.5"/>
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<text x="877.5" y="182" font-family="Arial, sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central">#12 × 失败</text>
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<text x="532.5" y="224" font-family="Arial, sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central">#13 × 失败</text>
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<rect x="595" y="208" width="105" height="30" rx="5" fill="#eeeeee" stroke="#333333" stroke-width="1.5"/>
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<text x="647.5" y="224" font-family="Arial, sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central">#14 × 失败</text>
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<text x="762.5" y="224" font-family="Arial, sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central">#15 × 失败</text>
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<text x="877.5" y="224" font-family="Arial, sans-serif" font-size="12" fill="#ffffff" text-anchor="middle" dominant-baseline="central">#16 ✓ 通过</text>
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<text x="710" y="267" font-family="Arial, sans-serif" font-size="13" fill="#666666" text-anchor="middle">4 条通过，12 条失败</text>
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<text x="600" y="354" font-family="Arial, sans-serif" font-size="16" fill="#333333" text-anchor="middle" font-weight="bold">奖励计算：验证器运行隐藏测试并检查路径</text>
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<text x="420" y="382" font-family="Arial, sans-serif" font-size="14" fill="#333333" text-anchor="middle">通过全部测试且未改测试 → 奖励 1</text>
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<text x="780" y="382" font-family="Arial, sans-serif" font-size="14" fill="#333333" text-anchor="middle">测试失败或违规 → 奖励 0</text>
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<text x="600" y="459" font-family="Arial, sans-serif" font-size="16" fill="#333333" text-anchor="middle" font-weight="bold">组内比较 → 相对优势</text>
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<text x="420" y="486" font-family="Arial, sans-serif" font-size="14" fill="#333333" text-anchor="middle">4 条成功高于平均 → 正优势</text>
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<text x="780" y="486" font-family="Arial, sans-serif" font-size="14" fill="#333333" text-anchor="middle">12 条失败低于平均 → 负优势</text>
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<text x="117.5" y="385" font-family="Arial, sans-serif" font-size="16" fill="#333333" text-anchor="middle" font-weight="bold">策略更新</text>
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<text x="117.5" y="414" font-family="Arial, sans-serif" font-size="13" fill="#333333" text-anchor="middle">Gradient Descent</text>
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<text x="117.5" y="434" font-family="Arial, sans-serif" font-size="13" fill="#333333" text-anchor="middle">+ Optimizer</text>
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<text x="117.5" y="464" font-family="Arial, sans-serif" font-size="13" fill="#333333" text-anchor="middle">成功路径 ↑</text>
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<text x="117.5" y="484" font-family="Arial, sans-serif" font-size="13" fill="#333333" text-anchor="middle">失败路径 ↓</text>
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<text x="128" y="215" font-family="Arial, sans-serif" font-size="13" fill="#666666">下一 step</text>
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<text x="490" y="555" font-family="Arial, sans-serif" font-size="15" fill="#666666" text-anchor="middle">一个 step：rollout → 验证 → 比较 → 梯度下降更新</text>
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<text x="490" y="583" font-family="Arial, sans-serif" font-size="14" fill="#666666" text-anchor="middle">粗略量级：rollout ≈ 2,000 s + update ≈ 600 s → step ≈ 2,600 s（约 43 分钟）</text>
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