File size: 6,791 Bytes
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import { addPngText } from "./marking.js";
const VERSION = "4step";
const STEPS = 4, CFG = 1.0; // the student's sampler: 4 uniform Euler steps, guidance baked in
const params = new URLSearchParams(location.search);
let ep = params.get("ep") || "webgpu";
const EXAMPLES = [
"a red cube on top of a blue sphere",
"a green teapot and a red cup on a table",
"a minimalist logo of a fox head, orange, flat design, white background",
"a cabin in a snowy forest at night, warm light in the windows",
"an astronaut riding a horse on the moon",
"a watercolor painting of a harbor with red sailboats",
];
const $ = (id) => document.getElementById(id);
const ui = {
load: $("load"), loadrow: $("loadrow"), fill: $("bar-fill"), status: $("status"), statusR: $("status-r"),
prompt: $("prompt"), live: $("live"), seed: $("seed"), dice: $("dice"), go: $("go"),
canvas: $("canvas"), frame: $("frame"), placeholder: $("placeholder"), timings: $("timings"),
save: $("save"), aiNote: $("ai-note"),
};
const store = {
get(k) { try { return localStorage.getItem(k); } catch { return null; } },
set(k, v) { try { localStorage.setItem(k, v); } catch { /* storage blocked */ } },
};
let agate = null, ready = false, running = false, pending = false, count = 0;
window.__agate = { state: "idle" }; // read by automated browser tests
function setProgress(frac, left, right = "") {
ui.fill.style.width = `${Math.round(Math.max(0, Math.min(1, frac)) * 100)}%`;
ui.status.textContent = left;
ui.statusR.textContent = right;
}
function renderExamples() {
for (const p of EXAMPLES) {
const b = document.createElement("button");
b.className = "chip"; b.type = "button"; b.textContent = p;
b.onclick = () => { ui.prompt.value = p; request(); };
$("examples").appendChild(b);
}
}
function showTimings(T) {
const rows = [
["image", `${Math.round(T.totalMs)} ms`, true],
["text encoder", `${T.textMs.toFixed(0)} ms`],
[`sampler (${STEPS} steps)`, `${T.samplerMs.toFixed(0)} ms`],
["per step", `${T.stepMs.toFixed(0)} ms`],
["decode (TAESD)", `${T.decodeMs.toFixed(0)} ms`],
["watermark", `${T.markMs.toFixed(0)} ms`],
["backend", ep === "wasm" ? "CPU (WASM)" : "WebGPU"],
["images this session", String(count)],
];
ui.timings.replaceChildren(...rows.flatMap(([k, v, big]) => {
const dt = document.createElement("dt"), dd = document.createElement("dd");
dt.textContent = k; dd.textContent = v; if (big) dd.className = "big";
return [dt, dd];
}));
}
async function load() {
ui.load.disabled = true;
window.__agate.state = "loading";
const t0 = performance.now();
try {
agate = new Agate({ version: VERSION, ep });
await agate.load(({ phase, file, loaded, total }) => {
if (phase === "download") setProgress(loaded / total, `Downloading ${file}`, `${(loaded / 1e6).toFixed(0)} / ${(total / 1e6).toFixed(0)} MB`);
else setProgress(1, `Starting ${file}`);
});
// the first WebGPU run compiles shaders: pay it here, not on the first keystroke
setProgress(1, "Warming up the GPU");
await agate.generate({ prompt: "a photo", seed: 0, steps: STEPS, cfg: CFG, watermark: false });
ready = true;
ui.loadrow.hidden = true;
ui.go.disabled = false;
ui.placeholder.hidden = true;
const s = ((performance.now() - t0) / 1000).toFixed(1);
setProgress(0, `Ready (${ep === "wasm" ? "CPU" : "WebGPU"})`, `loaded in ${s} s`);
window.__agate = { state: "ready", loadMs: performance.now() - t0, ep };
request();
} catch (e) {
console.error(e);
ui.load.disabled = false;
setProgress(0, "Could not load the model", String(e.message || e));
window.__agate = { state: "error", error: String(e.message || e) };
}
}
// Coalescing runner: while one image is being made, keystrokes only mark the prompt as dirty; the newest prompt is
// drawn as soon as the GPU is free, so the page never queues stale work.
function request() {
if (!ready) return;
pending = true;
if (!running) run();
}
async function run() {
running = true;
ui.frame.classList.add("busy");
while (pending) {
pending = false;
const prompt = ui.prompt.value.trim();
if (!prompt) continue;
const seed = Math.max(0, Math.min(4294967295, Number(ui.seed.value) || 0));
try {
window.__agate.state = "generating";
const r = await agate.generate({ prompt, seed, steps: STEPS, cfg: CFG, watermark: true });
const ctx = ui.canvas.getContext("2d");
ui.canvas.width = r.width; ui.canvas.height = r.height;
ctx.putImageData(new ImageData(r.rgba, r.width, r.height), 0, 0);
count += 1;
showTimings(r.timings);
ui.save.disabled = false;
ui.aiNote.hidden = false;
window.__agate = { state: "done", timings: r.timings, count, prompt };
} catch (e) {
console.error(e);
setProgress(0, "Error", String(e.message || e));
window.__agate = { state: "error", error: String(e.message || e) };
}
}
ui.frame.classList.remove("busy");
running = false;
}
async function save() {
const blob = await new Promise((r) => ui.canvas.toBlob(r, "image/png"));
const bytes = addPngText(new Uint8Array(await blob.arrayBuffer()), agate.marks.info);
const a = document.createElement("a");
a.href = URL.createObjectURL(new Blob([bytes], { type: "image/png" }));
a.download = `agate-4step-${ui.seed.value}.png`;
a.click();
setTimeout(() => URL.revokeObjectURL(a.href), 1000);
}
async function init() {
renderExamples();
ui.live.checked = store.get("agate4-live") !== "0";
ui.live.onchange = () => store.set("agate4-live", ui.live.checked ? "1" : "0");
ui.prompt.addEventListener("input", () => { if (ui.live.checked) request(); });
ui.prompt.addEventListener("keydown", (e) => { if (e.key === "Enter" && (e.ctrlKey || e.metaKey)) request(); });
ui.seed.addEventListener("input", () => { if (ui.live.checked) request(); });
ui.dice.onclick = () => { ui.seed.value = String(Math.floor(Math.random() * 1e9)); request(); };
ui.go.onclick = request;
ui.load.onclick = load;
ui.save.onclick = save;
if (ep !== "wasm") {
const s = await webgpuStatus();
if (!s.ok) {
$("nogpu").hidden = false;
$("nogpu-why").textContent = s.why;
ui.load.disabled = true;
$("use-wasm").onclick = () => { ep = "wasm"; $("nogpu").hidden = true; ui.load.disabled = false; ui.load.textContent = "Load model on the CPU (about 530 MB)"; };
window.__agate = { state: "no-webgpu", why: s.why };
return;
}
ui.statusR.textContent = s.adapter || "";
}
if (params.has("autoload") || (await hasCachedModel(VERSION))) load();
}
init();
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