wuyang
386 lines
22 KiB
JavaScript
386 lines
22 KiB
JavaScript
import { writeFileSync } from "node:fs";
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const cdpPort = process.env.CDP_PORT ?? "9227";
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const baseUrl = process.env.SITE_URL ?? "http://127.0.0.1:4327";
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const pages = await fetch(`http://127.0.0.1:${cdpPort}/json/list`).then((response) => response.json());
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const page = pages.find((entry) => entry.type === "page");
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if (!page) throw new Error(`CDP ${cdpPort} 没有可用页面`);
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const socket = new WebSocket(page.webSocketDebuggerUrl);
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await new Promise((resolve, reject) => {
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socket.addEventListener("open", resolve, { once: true });
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socket.addEventListener("error", reject, { once: true });
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});
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let nextId = 0;
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const pending = new Map();
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const exceptions = [];
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socket.addEventListener("message", (event) => {
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const message = JSON.parse(event.data);
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if (message.id && pending.has(message.id)) {
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const { resolve, reject } = pending.get(message.id);
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pending.delete(message.id);
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if (message.error) reject(new Error(message.error.message));
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else resolve(message.result);
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}
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if (message.method === "Runtime.exceptionThrown") {
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exceptions.push(message.params.exceptionDetails.exception?.description ?? message.params.exceptionDetails.text);
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}
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});
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const command = (method, params = {}) => new Promise((resolve, reject) => {
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const id = ++nextId;
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pending.set(id, { resolve, reject });
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socket.send(JSON.stringify({ id, method, params }));
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});
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const pause = (milliseconds) => new Promise((resolve) => setTimeout(resolve, milliseconds));
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const evaluate = async (expression) => {
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const result = await command("Runtime.evaluate", { expression, returnByValue: true, awaitPromise: true });
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if (result.exceptionDetails) throw new Error(result.exceptionDetails.exception?.description ?? result.exceptionDetails.text);
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return result.result.value;
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};
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const navigate = async (path) => {
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await command("Page.navigate", { url: `${baseUrl}${path}` });
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for (let attempt = 0; attempt < 80; attempt += 1) {
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await pause(100);
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if (await evaluate("document.readyState === 'complete'")) return;
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}
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throw new Error(`${path} 加载超时`);
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};
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const screenshot = async (path, beyond = false) => {
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const result = await command("Page.captureScreenshot", { format: "png", captureBeyondViewport: beyond });
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writeFileSync(path, Buffer.from(result.data, "base64"));
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};
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await command("Page.enable");
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await command("Runtime.enable");
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await command("Emulation.setDeviceMetricsOverride", {
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width: 1440,
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height: 1100,
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deviceScaleFactor: 1,
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mobile: false,
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});
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await navigate("/k3/");
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await screenshot("/tmp/llm-atlas-k3-desktop.png");
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const overview = await evaluate(`(() => ({
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title: document.querySelector("h1")?.textContent.trim(),
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sections: document.querySelectorAll(".article-section").length,
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tocLinks: document.querySelectorAll(".side-rail a").length,
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ledgers: document.querySelectorAll(".ledger-card").length,
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reportMap: document.querySelectorAll(".report-map > article").length,
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figureAtlas: document.querySelectorAll(".figure-atlas > article").length,
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paperLinks: document.querySelectorAll("#papers .paper-row").length,
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paperGroups: document.querySelectorAll("#papers .paper-group").length,
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labTabs: document.querySelectorAll("[data-k3-tab]").length,
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labPanels: document.querySelectorAll("[data-k3-panel]").length,
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artifactTabs: document.querySelectorAll("[data-artifact-tab]").length,
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artifactPanels: document.querySelectorAll("[data-artifact-panel]").length,
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artifactLayers: document.querySelectorAll("[data-layer-cell]").length,
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artifactMismatch: document.querySelector("#artifacts")?.textContent.includes("A_log [128] ≠ expected [96]"),
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attnresTabs: document.querySelectorAll("[data-attnres-tab]").length,
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attnresPanels: document.querySelectorAll("[data-attnres-panel]").length,
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gradientTabs: document.querySelectorAll("[data-gradient-tab]").length,
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gradientPanels: document.querySelectorAll("[data-gradient-panel]").length,
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spikeTabs: document.querySelectorAll("[data-spike-tab]").length,
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spikePanels: document.querySelectorAll("[data-spike-panel]").length,
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localPathTabs: document.querySelectorAll("[data-local-tab]").length,
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localPathPanels: document.querySelectorAll("[data-local-panel]").length,
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localPathVerdict: document.querySelector("#attnres-local-path")?.textContent.includes("localization 未建立"),
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forwardTabs: document.querySelectorAll("[data-forward-tab]").length,
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forwardPanels: document.querySelectorAll("[data-forward-panel]").length,
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forwardVerdict: document.querySelector("#attnres-forward")?.textContent.includes("6 / 6 PASS") &&
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document.querySelector("#attnres-forward")?.textContent.includes("reduced protocol only"),
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nativeVisionCorrected: document.body.textContent.includes("MoonViT‑V2 从头训练") &&
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document.body.textContent.includes("同一个 next-token prediction objective"),
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staleVisionClaim: document.body.textContent.includes("先固定语言模型训练视觉组件"),
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documentOverflow: document.documentElement.scrollWidth - document.documentElement.clientWidth,
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}))()`);
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const labs = await evaluate(`(() => {
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const root = document.querySelector("[data-k3-lab]");
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const panel = () => root.querySelector("[data-k3-panel]:not([hidden])").dataset.k3Panel;
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const text = (selector) => root.querySelector(selector).textContent.trim();
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const input = (selector, value) => {
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const node = root.querySelector(selector);
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node.value = value;
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node.dispatchEvent(new Event("input", { bubbles: true }));
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};
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const memoryInitial = {
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panel: panel(),
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additive: text("[data-additive-result]"),
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delta: text("[data-delta-result]"),
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additiveError: text("[data-additive-error]"),
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deltaError: text("[data-delta-error]"),
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};
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input("[data-memory-writes]", "12");
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const memoryChanged = { additive: text("[data-additive-result]"), delta: text("[data-delta-result]") };
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root.querySelector('[data-k3-tab="decay"]').click();
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const decayInitial = { panel: panel(), verdict: text("[data-decay-verdict] b"), log: text("[data-decay-log]"), recip: text("[data-decay-recip]") };
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input("[data-decay-g]", "-120");
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input("[data-decay-tile]", "32");
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const decayRisk = { verdict: text("[data-decay-verdict] b"), log: text("[data-decay-log]") };
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root.querySelector('[data-k3-tab="depth"]').click();
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const depthInitial = { sources: text("[data-block-sources]"), contract: text("[data-depth-reduction]") };
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input("[data-depth-block]", "6");
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const depthChanged = { sources: text("[data-block-sources]"), contract: text("[data-depth-reduction]") };
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root.querySelector('[data-k3-tab="width"]').click();
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const widthInitial = { conventional: text("[data-width-conventional]"), latent: text("[data-width-latent]"), reduction: text("[data-width-reduction]") };
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input("[data-width-latent]", "7168");
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const widthFull = { reduction: text("[data-width-reduction]") };
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root.querySelector('[data-k3-tab="situ"]').click();
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const situInitial = { bound: text("[data-situ-bound]"), value: text("[data-situ-value]"), swiglu: text("[data-situ-swiglu]") };
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input("[data-situ-x]", "1000");
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const situLarge = { bound: text("[data-situ-bound]"), value: text("[data-situ-value]"), swiglu: text("[data-situ-swiglu]") };
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root.querySelector('[data-k3-tab="qb"]').click();
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const qbInitial = { before: text("[data-qb-before-copy]"), after: text("[data-qb-after-copy]"), bias: text("[data-qb-bias]"), gap: text("[data-qb-gap]") };
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input("[data-qb-strength]", "0");
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const qbOff = { after: text("[data-qb-after-copy]"), gap: text("[data-qb-gap]") };
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root.querySelector('[data-k3-tab="rl"]').click();
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const rlInitial = {
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complete: text("[data-rl-complete]"),
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paused: text("[data-rl-paused]"),
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budget: text("[data-rl-budget-copy]"),
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reward: text("[data-rl-reward]"),
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};
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input("[data-rl-tokens]", "40");
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const rlOver = { budget: text("[data-rl-budget-copy]") };
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root.querySelector('[data-k3-tab="cache"]').click();
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const cacheInitial = {
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mla: text("[data-cache-mla]"),
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kda: text("[data-cache-kda]"),
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hit: text("[data-cache-hit]"),
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recompute: text("[data-cache-recompute]"),
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};
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input("[data-cache-checkpoint]", "3");
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const cacheSparse = { kda: text("[data-cache-kda]"), hit: text("[data-cache-hit]"), recompute: text("[data-cache-recompute]") };
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const first = root.querySelector('[data-k3-tab="memory"]');
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first.focus();
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first.dispatchEvent(new KeyboardEvent("keydown", { key: "ArrowRight", bubbles: true }));
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return {
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memoryInitial, memoryChanged, decayInitial, decayRisk, depthInitial, depthChanged,
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widthInitial, widthFull, situInitial, situLarge, qbInitial, qbOff, rlInitial, rlOver,
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cacheInitial, cacheSparse,
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keyboardSelected: root.querySelector('[data-k3-tab][aria-selected="true"]').dataset.k3Tab,
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keyboardVisible: panel(),
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};
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})()`);
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const artifacts = await evaluate(`(() => {
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const root = document.querySelector("[data-k3-artifact-lab]");
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const panel = () => root.querySelector("[data-artifact-panel]:not([hidden])").dataset.artifactPanel;
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const text = (selector) => root.querySelector(selector).textContent.trim();
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const input = (selector, value) => {
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const node = root.querySelector(selector);
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node.value = value;
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node.dispatchEvent(new Event("input", { bubbles: true }));
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};
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const initial = {
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panel: panel(),
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layer: text("[data-layer-number]"),
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attention: text("[data-layer-attention]"),
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ffn: text("[data-layer-ffn]"),
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block: text("[data-layer-block]"),
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};
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input("[data-layer-slider]", "93");
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const terminal = {
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layer: text("[data-layer-number]"),
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attention: text("[data-layer-attention]"),
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ffn: text("[data-layer-ffn]"),
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copy: text("[data-layer-special]"),
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};
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root.querySelector('[data-artifact-tab="tensors"]').click();
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const tensors = {
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panel: panel(),
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groups: root.querySelectorAll("[data-tensor-tab]").length,
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expertRows: root.querySelector('[data-tensor-panel="expert"]').querySelectorAll(":scope > div").length,
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entries: root.textContent.includes("497,220"),
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share: root.textContent.includes("92.67%"),
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};
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root.querySelector('[data-tensor-tab="mla"]').click();
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const mla = {
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visible: !root.querySelector('[data-tensor-panel="mla"]').hidden,
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rows: root.querySelector('[data-tensor-panel="mla"]').querySelectorAll(":scope > div").length,
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has576: root.querySelector('[data-tensor-panel="mla"]').textContent.includes("576 × 7168"),
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};
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root.querySelector('[data-artifact-tab="parameters"]').click();
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const parameterInitial = {
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panel: panel(),
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shape: text("[data-parameter-shape]"),
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conflict: root.textContent.includes("A_log [128]") && root.textContent.includes("A_log [H] = [96]"),
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};
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input("[data-parameter-select]", "dt");
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const parameterChanged = {
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shape: text("[data-parameter-shape]"),
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count: text("[data-parameter-count]"),
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};
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root.querySelector('[data-artifact-tab="reproduction"]').click();
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const reproductionInitial = {
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panel: panel(),
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flash: text("[data-benchmark-flash]"),
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fla: text("[data-benchmark-fla]"),
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speedup: text("[data-benchmark-speedup]"),
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localMean: text("[data-local-mean]"),
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localP95: text("[data-local-p95]"),
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localThroughput: text("[data-local-throughput]"),
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exactSuite: root.textContent.includes("6 / 6 PASS") && root.textContent.includes("MAX ABS ERROR"),
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cv: text("[data-router-cv]"),
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zero: text("[data-router-zero]"),
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};
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input("[data-benchmark-device]", "gb200");
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input("[data-benchmark-case]", "Varlen, \\\`seq_lens\\\`=\\\`1024 x 8\\\`");
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input("[data-local-case]", "k3_varlen_shape");
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input("[data-local-state]", "fp32_state");
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input("[data-router-mode]", "bias");
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const reproductionChanged = {
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flash: text("[data-benchmark-flash]"),
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speedup: text("[data-benchmark-speedup]"),
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localMean: text("[data-local-mean]"),
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localP95: text("[data-local-p95]"),
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localMode: text("[data-local-mode-copy]"),
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cv: text("[data-router-cv]"),
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zero: text("[data-router-zero]"),
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};
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const first = root.querySelector('[data-artifact-tab="layers"]');
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first.focus();
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first.dispatchEvent(new KeyboardEvent("keydown", { key: "ArrowRight", bubbles: true }));
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return {
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initial, terminal, tensors, mla, parameterInitial, parameterChanged,
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reproductionInitial, reproductionChanged,
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keyboardSelected: root.querySelector('[data-artifact-tab][aria-selected="true"]').dataset.artifactTab,
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keyboardVisible: panel(),
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};
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})()`);
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await evaluate(`(() => {
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document.querySelector("[data-k3-lab]").scrollIntoView({ block: "start", behavior: "instant" });
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window.scrollBy(0, -82);
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})()`);
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await pause(180);
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await screenshot("/tmp/llm-atlas-k3-lab-desktop.png");
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await evaluate(`(() => {
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document.querySelector("[data-k3-artifact-lab]").scrollIntoView({ block: "start", behavior: "instant" });
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document.querySelector('[data-artifact-tab="reproduction"]')?.click();
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window.scrollBy(0, -82);
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})()`);
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await pause(180);
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await screenshot("/tmp/llm-atlas-k3-artifact-desktop.png");
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await command("Emulation.setDeviceMetricsOverride", {
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width: 390,
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height: 844,
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deviceScaleFactor: 1,
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mobile: true,
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});
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await navigate("/k3/");
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const mobile = await evaluate(`(() => {
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const root = document.querySelector("[data-k3-lab]");
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root.scrollIntoView({ block: "start", behavior: "instant" });
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const toggle = document.querySelector("#menu-toggle");
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toggle?.click();
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return {
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documentOverflow: document.documentElement.scrollWidth - document.documentElement.clientWidth,
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menuVisible: getComputedStyle(toggle).display !== "none",
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menuOpen: toggle.getAttribute("aria-expanded"),
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tabs: root.querySelectorAll("[data-k3-tab]").length,
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artifactTabs: document.querySelectorAll("[data-artifact-tab]").length,
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artifactLayers: document.querySelectorAll("[data-layer-cell]").length,
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attnresTabs: document.querySelectorAll("[data-attnres-tab]").length,
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gradientTabs: document.querySelectorAll("[data-gradient-tab]").length,
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spikeTabs: document.querySelectorAll("[data-spike-tab]").length,
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localPathTabs: document.querySelectorAll("[data-local-tab]").length,
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forwardTabs: document.querySelectorAll("[data-forward-tab]").length,
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offenders: [...document.querySelectorAll("body *")]
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.filter((node) => !node.closest(".paper-chain, .spec-table-wrap, .cache-strip, .architecture-explorer, [data-k3-lab], [data-k3-artifact-lab], [data-attnres-lab], [data-gradient-lab], [data-spike-lab], [data-local-path-lab], [data-forward-lab]"))
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.filter((node) => node.getBoundingClientRect().right > document.documentElement.clientWidth + 1)
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.slice(0, 15)
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.map((node) => ({
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tag: node.tagName,
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className: typeof node.className === "string" ? node.className : "",
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right: Math.round(node.getBoundingClientRect().right),
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width: Math.round(node.getBoundingClientRect().width),
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})),
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};
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})()`);
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await evaluate(`(() => {
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document.querySelector("#menu-toggle")?.click();
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window.scrollBy(0, -82);
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})()`);
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await pause(180);
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await screenshot("/tmp/llm-atlas-k3-mobile.png");
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await evaluate(`(() => {
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document.querySelector("[data-k3-artifact-lab]").scrollIntoView({ block: "start", behavior: "instant" });
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document.querySelector('[data-artifact-tab="reproduction"]')?.click();
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window.scrollBy(0, -64);
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})()`);
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await pause(180);
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await screenshot("/tmp/llm-atlas-k3-artifact-mobile.png");
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const report = { overview, labs, artifacts, mobile, exceptions };
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console.log(JSON.stringify(report, null, 2));
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const numeric = (text) => Number.parseFloat(text.replaceAll(",", "").replace("−", "-"));
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const failures = [];
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if (!overview.title.includes("因果环节")) failures.push("K3 二轮标题异常");
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if (overview.sections !== 37 || overview.tocLinks !== 37) failures.push("36 个编号专题加阅读链的目录结构异常");
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if (overview.ledgers !== 32 || overview.reportMap !== 9) failures.push("32 张问题账或报告地图异常");
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if (overview.figureAtlas !== 21 || overview.paperLinks !== 100 || overview.paperGroups < 12) failures.push("图表审计或 100 节点阅读链异常");
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if (overview.labTabs !== 8 || overview.labPanels !== 8) failures.push("八联实验结构异常");
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if (overview.artifactTabs !== 4 || overview.artifactPanels !== 4 || overview.artifactLayers !== 93 || !overview.artifactMismatch) failures.push("开放工件四视图、93 层条带或形状冲突异常");
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if (overview.attnresTabs !== 5 || overview.attnresPanels !== 5) failures.push("AttnRes 独立实验五视图异常");
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if (overview.gradientTabs !== 5 || overview.gradientPanels !== 5) failures.push("AttnRes 梯度定义扩展五视图异常");
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if (overview.spikeTabs !== 5 || overview.spikePanels !== 5) failures.push("AttnRes 尖峰路径五视图异常");
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if (overview.localPathTabs !== 5 || overview.localPathPanels !== 5 || !overview.localPathVerdict) failures.push("AttnRes 局部路径五视图或冻结判定异常");
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if (overview.forwardTabs !== 5 || overview.forwardPanels !== 5 || !overview.forwardVerdict) failures.push("AttnRes 训练期前向五视图或冻结判定异常");
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if (!overview.nativeVisionCorrected || overview.staleVisionClaim) failures.push("原生多模态纠错未生效或旧错误残留");
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if (overview.documentOverflow > 1 || mobile.documentOverflow > 1) failures.push("桌面或移动端存在文档级横向溢出");
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if (labs.memoryInitial.panel !== "memory" || numeric(labs.memoryInitial.additiveError) <= numeric(labs.memoryInitial.deltaError)) failures.push("Delta memory 初始递推异常");
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if (numeric(labs.memoryChanged.additive) <= numeric(labs.memoryInitial.additive) || numeric(labs.memoryChanged.delta) <= numeric(labs.memoryInitial.delta)) failures.push("Delta memory 控件未更新");
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if (labs.decayInitial.panel !== "decay" || labs.decayInitial.verdict !== "WITHIN RANGE" || numeric(labs.decayInitial.log) !== -80) failures.push("K3 默认 bounded decay 范围异常");
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if (labs.decayRisk.verdict !== "OVERFLOW RISK" || numeric(labs.decayRisk.log) !== -384) failures.push("bounded decay 风险探针异常");
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if (numeric(labs.depthInitial.sources) !== 9 || numeric(labs.depthChanged.sources) !== 17) failures.push("Block AttnRes 来源计数异常");
|
||
if (numeric(labs.widthInitial.reduction) !== 50 || numeric(labs.widthFull.reduction) !== 0) failures.push("LatentMoE payload 账异常");
|
||
if (numeric(labs.situInitial.bound) !== 100 || numeric(labs.situLarge.value) > 100.01 || numeric(labs.situLarge.swiglu) <= 1000) failures.push("SiTU formal bound 异常");
|
||
if (!labs.qbInitial.before.includes("4, 3, 1, 0") || numeric(labs.qbInitial.gap) > 1 || numeric(labs.qbOff.gap) < 3) failures.push("Quantile Balancing toy route 异常");
|
||
if (!labs.rlInitial.complete.includes("192") || !labs.rlInitial.paused.includes("64") || numeric(labs.rlInitial.reward) !== 0.693) failures.push("MOPD / partial rollout 初始账异常");
|
||
if (!labs.rlOver.budget.includes("reward 改为 −1")) failures.push("Reasoning effort 超预算未触发");
|
||
if (numeric(labs.cacheInitial.hit) !== 2560 || !labs.cacheInitial.recompute.includes("256")) failures.push("Hybrid prefix cache 默认命中异常");
|
||
if (numeric(labs.cacheSparse.hit) >= numeric(labs.cacheInitial.hit) || numeric(labs.cacheSparse.recompute) <= numeric(labs.cacheInitial.recompute)) failures.push("稀疏 KDA checkpoint 未降低 joint hit");
|
||
if (labs.keyboardSelected !== "decay" || labs.keyboardVisible !== "decay") failures.push("实验键盘 tab 导航异常");
|
||
if (artifacts.initial.panel !== "layers" || numeric(artifacts.initial.layer) !== 1 || artifacts.initial.attention !== "KDA" || artifacts.initial.ffn !== "DENSE") failures.push("开放工件初始层视图异常");
|
||
if (numeric(artifacts.terminal.layer) !== 93 || artifacts.terminal.attention !== "MLA" || artifacts.terminal.ffn !== "MOE" || !artifacts.terminal.copy.includes("L92 / L93")) failures.push("K3 末层真实配置条带异常");
|
||
if (artifacts.tensors.panel !== "tensors" || artifacts.tensors.groups !== 3 || artifacts.tensors.expertRows !== 6 || !artifacts.tensors.entries || !artifacts.tensors.share) failures.push("checkpoint tensor anatomy 异常");
|
||
if (!artifacts.mla.visible || artifacts.mla.rows !== 5 || !artifacts.mla.has576) failures.push("MLA header shape 视图异常");
|
||
if (artifacts.parameterInitial.panel !== "parameters" || artifacts.parameterInitial.shape !== "[128] F32" || !artifacts.parameterInitial.conflict) failures.push("A_log 工件冲突审计异常");
|
||
if (artifacts.parameterChanged.shape !== "[96,128] F32" || !artifacts.parameterChanged.count.includes("12,288")) failures.push("真实 dt_bias 参数切换异常");
|
||
if (artifacts.reproductionInitial.panel !== "reproduction" || numeric(artifacts.reproductionInitial.speedup) !== 1.85 || numeric(artifacts.reproductionInitial.localMean) < 2.6 || !artifacts.reproductionInitial.exactSuite || numeric(artifacts.reproductionInitial.cv) < 2) failures.push("FlashKDA H20、本机 exact suite 或 router 初始探针异常");
|
||
if (numeric(artifacts.reproductionChanged.speedup) !== 3.27 || numeric(artifacts.reproductionChanged.flash) !== 0.7064 || numeric(artifacts.reproductionChanged.localMean) >= numeric(artifacts.reproductionInitial.localMean) || !artifacts.reproductionChanged.localMode.includes("FP32 state") || numeric(artifacts.reproductionChanged.cv) <= numeric(artifacts.reproductionInitial.cv) || numeric(artifacts.reproductionChanged.zero) <= numeric(artifacts.reproductionInitial.zero)) failures.push("GB200 benchmark、本机 varlen/state 或 synthetic router counterexample 未更新");
|
||
if (artifacts.keyboardSelected !== "tensors" || artifacts.keyboardVisible !== "tensors") failures.push("开放工件键盘 tab 导航异常");
|
||
if (!mobile.menuVisible || mobile.menuOpen !== "true" || mobile.tabs !== 8 || mobile.artifactTabs !== 4 || mobile.artifactLayers !== 93 || mobile.attnresTabs !== 5 || mobile.gradientTabs !== 5 || mobile.spikeTabs !== 5 || mobile.localPathTabs !== 5 || mobile.forwardTabs !== 5) 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(" | ")}`);
|
||
|
||
if (failures.length) {
|
||
console.error(`\nFAIL\n- ${failures.join("\n- ")}`);
|
||
process.exitCode = 1;
|
||
} else {
|
||
console.log("\nPASS K3 browser regression");
|
||
}
|
||
|
||
socket.close();
|