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feat: execute DeepSeek absorbed MLA cache

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wuyang
2026-07-29 14:57:06 +08:00
parent ab19381046
commit 9ba26da545
10 changed files with 2290 additions and 32 deletions
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scripts/check-deepseek-browser.mjs
+32 -4
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@@ -276,6 +276,29 @@ const artifactCache = await evaluate(`(() => {
return { trace, million };
})()`);
const artifactAbsorb = await evaluate(`(() => {
const root = document.querySelector("[data-dsv2-lab]");
root.querySelector('[data-artifact-tab="absorb"]').click();
return {
panel: root.querySelector("[data-artifact-panel]:not([hidden])").dataset.artifactPanel,
algebra: root.querySelectorAll(".absorb-algebra article").length,
naive: root.querySelector(".absorb-cache-flow .naive header b").textContent.trim(),
absorbed: root.querySelector(".absorb-cache-flow .absorbed header b").textContent.trim(),
metrics: [...root.querySelectorAll(".absorb-metrics article b")].map((node) => node.textContent.trim()),
precisionRows: root.querySelectorAll(".precision-lens > div").length,
matrixRows: root.querySelectorAll(".kernel-matrix > div").length,
localUnsupported: root.querySelectorAll(".kernel-matrix i.no").length,
executionCards: root.querySelectorAll(".execution-split article").length,
boundary: root.querySelector('[data-artifact-panel="absorb"] .artifact-boundary').textContent.replaceAll(/\\s+/g, " ").trim(),
};
})()`);
await evaluate(`(() => {
document.querySelector("[data-dsv2-lab]").scrollIntoView({ block: "start", behavior: "instant" });
window.scrollBy(0, -82);
})()`);
await pause(180);
await screenshot("/tmp/llm-atlas-deepseek-absorb-desktop.png");
const artifactEvidence = await evaluate(`(() => {
const root = document.querySelector("[data-dsv2-lab]");
root.querySelector('[data-artifact-tab="evidence"]').click();
@@ -361,13 +384,15 @@ const mobile = await evaluate(`(() => {
})()`);
await evaluate(`(() => {
document.querySelector("#menu-toggle")?.click();
document.querySelector("[data-dsv2-lab]").scrollIntoView({ block: "start", behavior: "instant" });
const artifact = document.querySelector("[data-dsv2-lab]");
artifact.querySelector('[data-artifact-tab="absorb"]').click();
artifact.scrollIntoView({ block: "start", behavior: "instant" });
window.scrollBy(0, -82);
})()`);
await pause(180);
await screenshot("/tmp/llm-atlas-deepseek-artifact-mobile.png");
const report = { overview, capacity, cache, codesign, rl, artifactRoute, artifactLoad, artifactCache, artifactEvidence, home, papers, mobile, exceptions };
const report = { overview, capacity, cache, codesign, rl, artifactRoute, artifactLoad, artifactCache, artifactAbsorb, artifactEvidence, home, papers, mobile, exceptions };
console.log(JSON.stringify(report, null, 2));
const numeric = (text) => Number.parseFloat(text.replaceAll(",", ""));
@@ -377,7 +402,7 @@ if (overview.sections !== 26 || overview.tocLinks !== 26) failures.push("二十
if (overview.ledgers !== 24 || overview.waves !== 10) failures.push("二十四张问题账或十次转向结构异常");
if (overview.paperLinks !== 60 || overview.branches !== 5 || overview.followups !== 1) failures.push("论文链、旁支或公开后续标记异常");
if (overview.labTabs !== 4 || overview.labPanels !== 4) failures.push("四联实验结构异常");
if (overview.artifactTabs !== 4 || overview.artifactPanels !== 4 || overview.artifactLayers !== 27) failures.push("真实权重四联实验结构异常");
if (overview.artifactTabs !== 5 || overview.artifactPanels !== 5 || overview.artifactLayers !== 27) failures.push("真实权重五联实验结构异常");
if (overview.navLinks !== 20 || home.navLinks !== 20 || mobile.mobileLinks !== 20 || overview.activeNav !== "DeepSeek") failures.push("全站导航未同步 DeepSeek");
if (overview.documentOverflow > 1 || mobile.documentOverflow > 1) failures.push("桌面或移动端存在文档级横向溢出");
if (capacity.initial.panel !== "capacity" || capacity.initial.total !== "32.1× FFN" || capacity.initial.active !== "1.13× FFN") failures.push("V3 稀疏容量初始账异常");
@@ -401,12 +426,15 @@ if (artifactLoad.layer1.panel !== "load" || artifactLoad.layer1.used !== "63" ||
if (artifactLoad.layer2.used !== "64" || artifactLoad.layer2.cv !== "0.549" || artifactLoad.layer4.used !== "62" || artifactLoad.layer4.gini !== "0.417") failures.push("跨层负载统计切换异常");
if (artifactCache.trace.panel !== "cache" || artifactCache.trace.latent !== "850.50 KiB" || artifactCache.trace.eager !== "7.38 MiB" || artifactCache.trace.ratio !== "8.89×" || artifactCache.trace.reduction !== "88.75%") failures.push("V2-Lite trace 缓存实现账异常");
if (!artifactCache.million.latent.includes("GiB") || !artifactCache.million.eager.includes("TiB")) failures.push("V2-Lite 百万 Token 缓存外推异常");
if (artifactAbsorb.panel !== "absorb" || artifactAbsorb.algebra !== 2 || artifactAbsorb.naive !== "260.00 KiB" || artifactAbsorb.absorbed !== "29.25 KiB") failures.push("真实 absorb 缓存执行账异常");
if (artifactAbsorb.metrics[0] !== "8.8889×" || artifactAbsorb.metrics[1] !== "0.00390625" || artifactAbsorb.metrics[2] !== "1.19e-7" || artifactAbsorb.metrics[3] !== "BYTE-EXACT") failures.push("absorb 数值正确性或复跑闸门异常");
if (artifactAbsorb.precisionRows !== 3 || artifactAbsorb.matrixRows !== 5 || artifactAbsorb.localUnsupported !== 4 || artifactAbsorb.executionCards !== 3 || !artifactAbsorb.boundary.includes("不是 FlashMLA 性能")) failures.push("FlashMLA SM120 边界结构异常");
if (artifactEvidence.panel !== "evidence" || artifactEvidence.layers !== 27 || artifactEvidence.executed !== 7 || artifactEvidence.split !== 1 || artifactEvidence.unloaded !== 19 || artifactEvidence.exact !== "31 / 31") failures.push("真实工件执行边界或复跑闸门异常");
if (!artifactEvidence.dependency.includes("Transformers 5.5") || !artifactEvidence.dependency.includes("4.41.2") || !artifactEvidence.boundary.includes("完整 27 层生成")) failures.push("依赖版本或未覆盖边界异常");
if (artifactEvidence.keyboardSelected !== "load" || artifactEvidence.keyboardVisible !== "load") failures.push("真实工件实验键盘 tab 导航异常");
if (home.releaseCards !== 17 || !home.firstRelease.includes("47 页不再压成摘要") || home.firstHref !== "/k3/" || home.paperCount !== "486") failures.push("首页 DeepSeek 首发入口或论文数异常");
if (papers.total !== 486 || !papers.hasFilter || papers.visible < 20 || !papers.hasCoder || !papers.hasEngram) failures.push("论文库 DeepSeek 聚光异常");
if (!mobile.menuVisible || mobile.menuOpen !== "true" || mobile.tabs !== 4 || mobile.artifactTabs !== 4 || mobile.artifactHeatCells !== 64) failures.push("移动端导航或实验异常");
if (!mobile.menuVisible || mobile.menuOpen !== "true" || mobile.tabs !== 4 || mobile.artifactTabs !== 5 || mobile.artifactHeatCells !== 64) failures.push("移动端导航或实验异常");
if (mobile.offenders.length) failures.push(`移动端越界元素：${JSON.stringify(mobile.offenders)}`);
if (exceptions.length) failures.push(`浏览器异常：${exceptions.join(" | ")}`);