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Runtime error
Update index.html
Browse files- index.html +387 -179
index.html
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<!DOCTYPE html>
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<html lang="en">
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<head>
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</head>
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<body class="flex flex-col h-screen overflow-hidden">
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<div class="flex flex-wrap gap-1 items-center text-[8px] font-bold">
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</div>
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<div class="flex items-center gap-1 flex-shrink-0">
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<span id="
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<div id="
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</header>
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<div class="flex border-b border-slate-800 text-[10px]">
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<button onclick="tab('nodes')"
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<button onclick="tab('
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<button onclick="tab('
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</div>
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<div class="flex h-full overflow-hidden">
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</div>
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</div>
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</div>
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<div class="flex justify-between items-center">
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<span class="text-orange-400 font-bold">
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<button onclick="
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</div>
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<div class="
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</div>
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</div>
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</div>
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<input id="man-b" type="text" value="0.1, 0.9, 0.5, 0.8, 0.2, 0.7, 0.3, 0.6" class="w-full bg-black border border-slate-700 p-1.5 text-cyan-200 text-xs rounded font-mono">
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</div>
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<button onclick="doManual()" class="w-full bg-orange-900 hover:bg-orange-800 py-2 text-xs font-bold rounded mt-1">INJECT MANUAL ARRAYS</button>
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</div>
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</div>
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</aside>
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<script>
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async function postAct(route) { try { await fetch(route, {method:'POST'}); } catch(e) { showError("Connection lost."); } }
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await fetch('/train', {method:'POST', headers:{'Content-Type':'application/json'}, body: JSON.stringify({epochs:ep})});
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closeDrawer();
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}
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async function
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}
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async function
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const
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const res = await fetch('/manual', {method:'POST', headers:{'Content-Type':'application/json'}, body: JSON.stringify({a:a, b:b})});
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const data = await res.json();
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if(!data.ok) alert(data.error); else closeDrawer();
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}
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function
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}
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function tab(name) {
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['nodes','
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document.getElementById(
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document.getElementById(
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? 'flex-1 py-1 bg-blue-900/40 text-blue-300 font-bold text-[10px]'
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: 'flex-1 py-1 text-slate-500 text-[10px]';
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});
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}
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setInterval(async () => {
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try {
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if(Object.keys(d.type_acc).length > 0) {
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ah += `<table class="w-full text-left border-collapse">
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<tr class="text-slate-600 border-b border-slate-800"><th>Type</th><th>N</th><th>Avg Err</th></tr>`;
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for(const [t, v] of Object.entries(d.type_acc)) {
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ah += `<tr class="border-b border-slate-900/60">
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<td class="py-1 text-orange-300 font-bold">${t}</td>
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<td class="text-slate-400">${v.n}</td>
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<td class="text-white">${v.avg_err}</td>
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</tr>`;
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}
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ah += `</table>`;
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} else { ah = "No inference data yet. Run Batch Inference."; }
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document.getElementById('pane-accuracy').innerHTML = ah;
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let nh = "";
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['A','C','B'].forEach(kind => {
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const k_nodes = Object.values(d.nodes).filter(n => n.kind === kind).sort((a,b)=>a.col-b.col);
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if(k_nodes.length === 0) return;
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const vals = k_nodes.map(n => n.x.toFixed(2)).join(', ');
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const color = kind==='A'?'text-orange-400':kind==='B'?'text-purple-400':'text-sky-400';
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nh += `<div class="mb-1"><span class="${color} font-bold w-4 inline-block">${kind}:</span><span class="font-mono text-slate-300 tracking-wider">${vals}</span></div>`;
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});
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document.getElementById('pane-nodes').innerHTML = nh;
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const traces = [];
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const nodes = Object.values(d.nodes);
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for(const [key, K] of Object.entries(d.springs)) {
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const parts = key.split('|');
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if (parts.length !== 2) continue;
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if(!d.nodes[parts[0]] || !d.nodes[parts[1]]) continue;
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const pu = d.nodes[parts[0]].pos, pv = d.nodes[parts[1]].pos;
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// Stiff/Positive = Amber, Repulsive/Negative = Cyan
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const color = K > 0 ? `rgba(217,119,6,${Math.min(K/2.5,1)})` : `rgba(6,182,212,${Math.min(Math.abs(K)/2.5,1)})`;
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traces.push({
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type:'scatter', mode:'lines', x:[pu[0], pv[0]], y:[pu[1], pv[1]],
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line:{ color: color, width: 1.5 + Math.abs(K) }, hoverinfo:'none', showlegend:false
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});
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}
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});
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};
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</script>
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</body>
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</html>
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width,initial-scale=1">
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<title>Scalar Tri-Mesh v5</title>
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<script src="https://cdn.tailwindcss.com"></script>
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<script src="https://cdn.plot.ly/plotly-2.24.1.min.js"></script>
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<style>
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body{background:#06090e;color:#cbd5e1;font-family:'Courier New',monospace}
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.glass{background:rgba(10,18,35,.98);border:1px solid #1e2d40}
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#drawer{transition:transform .3s;z-index:200}
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.closed{transform:translateY(100%)}
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.lb{width:20px;height:20px;background:#1e293b;border:1px solid #334155;border-radius:3px;
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color:#94a3b8;font-weight:bold;font-size:12px;cursor:pointer;
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display:inline-flex;align-items:center;justify-content:center}
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.lb:hover{background:#334155;color:#fff}
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.pt{display:inline-block;padding:1px 5px;border-radius:3px;font-size:9px;font-weight:bold}
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.pt-heavy_a{background:#1e3a2f;color:#4ade80}
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.pt-avg {background:#1e2d4a;color:#60a5fa}
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.pt-diff {background:#3a2a1e;color:#fb923c}
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.pt-heavy_b{background:#3a1e1e;color:#f87171}
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.ood{display:inline-block;padding:0 4px;border-radius:2px;font-size:7px;
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font-weight:bold;background:#7c2d12;color:#fca5a5;margin-left:3px}
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.seen{display:inline-block;padding:0 4px;border-radius:2px;font-size:7px;
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font-weight:bold;background:#14532d;color:#86efac;margin-left:3px}
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</style>
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</head>
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<body class="flex flex-col h-screen overflow-hidden">
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<!-- HEADER -->
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<header class="glass flex-shrink-0 px-2 py-1 flex justify-between items-center gap-1">
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<div class="flex flex-wrap gap-1 items-center text-[8px] font-bold">
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<span id="bMode" class="px-1.5 py-0.5 rounded bg-slate-800 text-slate-400 border border-slate-700">IDLE</span>
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<span id="bType" class="pt pt-avg">—</span>
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<span id="bN" class="px-1.5 py-0.5 rounded bg-slate-900 text-slate-600 border border-slate-800">n:1</span>
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<span id="bSpr" class="px-1.5 py-0.5 rounded bg-slate-900 text-slate-600 border border-slate-800">K:—</span>
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<div class="flex items-center gap-0.5 px-1.5 py-0.5 rounded bg-slate-800 border border-slate-700">
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<span class="text-slate-500 text-[8px]">n=</span>
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<button class="lb" onclick="chN(-1)">−</button>
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<span id="nDial" class="text-white w-3 text-center">1</span>
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<button class="lb" onclick="chN(+1)">+</button>
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</div>
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</div>
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<div class="flex items-center gap-1 flex-shrink-0">
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<span id="qLbl" class="text-[8px] text-slate-600">Q:0</span>
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<div id="dot" class="w-2 h-2 rounded-full bg-slate-700"></div>
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<button onclick="doTrain()" class="text-[9px] bg-purple-800 hover:bg-purple-700 px-2 py-1 rounded font-bold">⚡TRAIN</button>
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<button onclick="doViz()" class="text-[9px] bg-blue-800 hover:bg-blue-700 px-2 py-1 rounded font-bold">👁VIZ</button>
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<button onclick="doInfer()" class="text-[9px] bg-green-800 hover:bg-green-700 px-2 py-1 rounded font-bold">▶INFER</button>
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| 51 |
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<button onclick="doHalt()" class="text-[9px] bg-red-900 hover:bg-red-800 px-2 py-1 rounded font-bold">■</button>
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| 52 |
+
<button onclick="openD()" class="text-[9px] bg-slate-700 hover:bg-slate-600 px-2 py-1 rounded font-bold">⚙</button>
|
| 53 |
</div>
|
| 54 |
</header>
|
| 55 |
|
| 56 |
+
<!-- PLOTS -->
|
| 57 |
+
<div class="flex-grow flex flex-col min-h-0 overflow-hidden">
|
| 58 |
+
<div id="meshPlot" class="flex-grow min-h-0"></div>
|
| 59 |
+
<div id="errPlot" style="height:54px" class="flex-shrink-0 border-t border-slate-900"></div>
|
| 60 |
</div>
|
| 61 |
|
| 62 |
+
<!-- BOTTOM -->
|
| 63 |
+
<div class="glass flex-shrink-0 border-t border-slate-800" style="height:180px">
|
| 64 |
<div class="flex border-b border-slate-800 text-[10px]">
|
| 65 |
+
<button onclick="tab('nodes')" id="tNodes" class="flex-1 py-1 bg-blue-900/40 text-blue-300 font-bold">NODES</button>
|
| 66 |
+
<button onclick="tab('springs')" id="tSprings" class="flex-1 py-1 text-slate-500">SPRINGS</button>
|
| 67 |
+
<button onclick="tab('acc')" id="tAcc" class="flex-1 py-1 text-slate-500">ACCURACY</button>
|
| 68 |
+
<button onclick="tab('logs')" id="tLogs" class="flex-1 py-1 text-slate-500">LOGS</button>
|
| 69 |
</div>
|
| 70 |
<div class="flex h-full overflow-hidden">
|
| 71 |
+
<!-- Tension readout -->
|
| 72 |
+
<div class="w-20 flex-shrink-0 border-r border-slate-800 flex flex-col items-center justify-center p-1 gap-0.5">
|
| 73 |
+
<div class="text-[7px] text-slate-600 uppercase">error</div>
|
| 74 |
+
<div id="eBig" class="text-xl font-bold text-red-400 leading-none">0.00</div>
|
| 75 |
+
<div id="pVal" class="text-[8px] text-slate-500">P:—</div>
|
| 76 |
+
<div id="tVal" class="text-[8px] text-slate-600">T:—</div>
|
| 77 |
+
<div id="itLbl" class="text-[8px] text-slate-700">IT:0</div>
|
| 78 |
+
<div id="sLbl" class="text-[7px] text-slate-800">S:0</div>
|
| 79 |
</div>
|
| 80 |
+
<!-- Panes -->
|
| 81 |
+
<div class="flex-grow overflow-y-auto p-1.5 text-[10px]">
|
| 82 |
+
<div id="pNodes"></div>
|
| 83 |
+
<div id="pSprings" class="hidden text-[9px]"></div>
|
| 84 |
+
<div id="pAcc" class="hidden"></div>
|
| 85 |
+
<div id="pLogs" class="hidden text-[9px] text-slate-500 font-mono"></div>
|
| 86 |
</div>
|
| 87 |
</div>
|
| 88 |
</div>
|
| 89 |
|
| 90 |
+
<!-- DRAWER -->
|
| 91 |
+
<aside id="drawer" class="closed fixed inset-x-0 bottom-0 glass border-t border-slate-700 p-4 flex flex-col gap-3 max-h-[90vh] overflow-y-auto">
|
| 92 |
<div class="flex justify-between items-center">
|
| 93 |
+
<span class="text-orange-400 font-bold">SCALAR TRI-MESH v5</span>
|
| 94 |
+
<button onclick="closeD()" class="text-slate-400 text-2xl leading-none">✕</button>
|
| 95 |
</div>
|
| 96 |
|
| 97 |
+
<div class="bg-slate-900 rounded p-3 border border-blue-900/50 text-[9px] space-y-1">
|
| 98 |
+
<div class="text-blue-400 font-bold mb-1">ARCHITECTURE</div>
|
| 99 |
+
<div>• Nodes: <span class="text-white">scalar (1 float)</span></div>
|
| 100 |
+
<div>• Springs: <span class="text-white">scalar K (signed) per edge</span></div>
|
| 101 |
+
<div>• Topology: <span class="text-white">9-row triangulated hourglass, widths [n,n+1,n+2,n+1,n,…]</span></div>
|
| 102 |
+
<div>• Learning: <span class="text-white">LMS backprop on inter-row springs</span></div>
|
| 103 |
+
<div>• Inference: <span class="text-white">K update at inference time, EWC-protected</span></div>
|
| 104 |
+
</div>
|
|
|
|
| 105 |
|
| 106 |
+
<!-- Offline training -->
|
| 107 |
+
<div class="bg-slate-900 rounded p-3 border border-purple-900/50">
|
| 108 |
+
<div class="text-purple-400 text-[9px] font-bold mb-2">OFFLINE LMS TRAINING</div>
|
| 109 |
+
<div class="flex gap-2 items-center">
|
| 110 |
+
<label class="text-[9px] text-slate-500 w-16">Epochs</label>
|
| 111 |
+
<input id="epN" type="number" value="5" min="1" max="30"
|
| 112 |
+
class="w-16 bg-black border border-slate-700 p-1 text-white text-sm text-center rounded">
|
| 113 |
+
<button onclick="doTrain()"
|
| 114 |
+
class="flex-1 bg-purple-800 hover:bg-purple-700 py-2 text-xs font-bold rounded">⚡ START</button>
|
| 115 |
</div>
|
| 116 |
+
<div class="text-[8px] text-slate-600 mt-1">LMS runs at CPU speed. EWC Fisher accumulates automatically.</div>
|
| 117 |
</div>
|
| 118 |
|
| 119 |
+
<!-- Inference -->
|
| 120 |
+
<div class="bg-slate-900 rounded p-3 border border-green-900/50">
|
| 121 |
+
<div class="text-green-400 text-[9px] font-bold mb-2">INFERENCE (heavy_b = OOD test)</div>
|
| 122 |
+
<div class="flex gap-2 items-center">
|
| 123 |
+
<label class="text-[9px] text-slate-500 w-16">N samples</label>
|
| 124 |
+
<input id="infN" type="number" value="400" min="10" max="2500"
|
| 125 |
+
class="w-16 bg-black border border-slate-700 p-1 text-white text-sm text-center rounded">
|
| 126 |
+
<button onclick="doInfer()"
|
| 127 |
+
class="flex-1 bg-green-800 hover:bg-green-700 py-2 text-xs font-bold rounded">▶ RUN</button>
|
|
|
|
|
|
|
|
|
|
| 128 |
</div>
|
| 129 |
+
<div class="text-[8px] text-slate-600 mt-1">Springs update in real-time during inference (EWC on).</div>
|
| 130 |
+
</div>
|
| 131 |
+
|
| 132 |
+
<div class="flex gap-2">
|
| 133 |
+
<button onclick="doReset()"
|
| 134 |
+
class="flex-1 border border-slate-600 text-slate-400 py-2 rounded text-xs font-bold">RESET K</button>
|
| 135 |
+
<button onclick="doHalt(); closeD()"
|
| 136 |
+
class="flex-1 border border-red-700 text-red-500 py-2 rounded text-xs font-bold">HALT</button>
|
| 137 |
</div>
|
| 138 |
</aside>
|
| 139 |
|
| 140 |
<script>
|
| 141 |
+
// ── STATE ─────────────────────────────────────────────────────────────────────
|
| 142 |
+
let curN = 1;
|
| 143 |
+
const KCLIP = 12.0;
|
|
|
|
| 144 |
|
| 145 |
+
function openD() { document.getElementById('drawer').classList.remove('closed'); }
|
| 146 |
+
function closeD() { document.getElementById('drawer').classList.add('closed'); }
|
|
|
|
|
|
|
|
|
|
| 147 |
|
| 148 |
+
async function chN(d) {
|
| 149 |
+
curN = Math.max(1, Math.min(8, curN + d));
|
| 150 |
+
document.getElementById('nDial').innerText = curN;
|
| 151 |
+
await fetch('/set_n', {method:'POST',headers:{'Content-Type':'application/json'},body:JSON.stringify({n:curN})});
|
| 152 |
+
meshReady = false;
|
| 153 |
}
|
| 154 |
|
| 155 |
+
async function doTrain() {
|
| 156 |
+
const ep = parseInt(document.getElementById('epN').value);
|
| 157 |
+
await fetch('/train_offline',{method:'POST',headers:{'Content-Type':'application/json'},body:JSON.stringify({epochs:ep})});
|
|
|
|
|
|
|
|
|
|
| 158 |
}
|
| 159 |
+
async function doViz() { await fetch('/train_visual',{method:'POST',headers:{'Content-Type':'application/json'},body:'{}'}); }
|
| 160 |
+
async function doInfer() {
|
| 161 |
+
const n = parseInt(document.getElementById('infN').value);
|
| 162 |
+
await fetch('/infer',{method:'POST',headers:{'Content-Type':'application/json'},body:JSON.stringify({n})});
|
| 163 |
+
closeD();
|
| 164 |
}
|
| 165 |
+
async function doHalt() { await fetch('/halt',{method:'POST'}); }
|
| 166 |
+
async function doReset() { await fetch('/reset',{method:'POST'}); meshReady=false; }
|
| 167 |
|
| 168 |
+
// ── TABS ──────────────────────────────────────────────────────────────────────
|
| 169 |
function tab(name) {
|
| 170 |
+
['nodes','springs','acc','logs'].forEach(t => {
|
| 171 |
+
document.getElementById('p'+t.charAt(0).toUpperCase()+t.slice(1)).classList.toggle('hidden', t!==name);
|
| 172 |
+
const btn = document.getElementById('t'+t.charAt(0).toUpperCase()+t.slice(1));
|
| 173 |
+
btn.className = t===name
|
| 174 |
? 'flex-1 py-1 bg-blue-900/40 text-blue-300 font-bold text-[10px]'
|
| 175 |
: 'flex-1 py-1 text-slate-500 text-[10px]';
|
| 176 |
});
|
| 177 |
}
|
| 178 |
|
| 179 |
+
// ── VISUALIZATION ─────────────────────────────────────────────────────────────
|
| 180 |
+
|
| 181 |
+
const KIND_COL = {A:'#fb923c', B:'#c084fc', C:'#38bdf8', H:'#4ade80'};
|
| 182 |
+
const KIND_SIZE = {A:18, B:18, C:20, H:9};
|
| 183 |
+
|
| 184 |
+
// Map K value → edge color and width
|
| 185 |
+
function edgeCol(k) {
|
| 186 |
+
const t = Math.min(Math.abs(k)/KCLIP, 1);
|
| 187 |
+
if (k < 0) return [`rgba(30,${Math.round(80+t*120)},${Math.round(140+t*115)},${0.4+t*0.5})`, 0.5+t*2.5];
|
| 188 |
+
return [`rgba(${Math.round(80+t*160)},${Math.round(60+t*120)},20,${0.35+t*0.55})`, 0.5+t*2.5];
|
| 189 |
+
}
|
| 190 |
+
|
| 191 |
+
// Scale node positions so the widest row fits the display
|
| 192 |
+
function scalePos(nodes, margin=4.2) {
|
| 193 |
+
const pxs = Object.values(nodes).map(n=>n.px);
|
| 194 |
+
const pys = Object.values(nodes).map(n=>n.py);
|
| 195 |
+
const maxx = Math.max(...pxs.map(Math.abs)) || 1;
|
| 196 |
+
const sx = margin / maxx;
|
| 197 |
+
return {sx, sy:4.0}; // y already in [-1,1], scale to [-4,4]
|
| 198 |
+
}
|
| 199 |
+
|
| 200 |
+
function buildTraces(nodes, springs, triangles) {
|
| 201 |
+
const traces = [];
|
| 202 |
+
const {sx, sy} = scalePos(nodes);
|
| 203 |
+
|
| 204 |
+
// ── Triangle fills grouped by stress ─────────────────────────────────────
|
| 205 |
+
const buckets = {low:{xs:[],ys:[]}, mid:{xs:[],ys:[]}, high:{xs:[],ys:[]}};
|
| 206 |
+
for (const tri of triangles) {
|
| 207 |
+
const [p0,p1,p2] = tri.pos;
|
| 208 |
+
const s = tri.stress;
|
| 209 |
+
const b = s < 0.05 ? 'low' : s < 0.2 ? 'mid' : 'high';
|
| 210 |
+
buckets[b].xs.push(p0[0]*sx, p1[0]*sx, p2[0]*sx, p0[0]*sx, null);
|
| 211 |
+
buckets[b].ys.push(p0[1]*sy, p1[1]*sy, p2[1]*sy, p0[1]*sy, null);
|
| 212 |
+
}
|
| 213 |
+
const fills = {
|
| 214 |
+
low: ['rgba(56,189,248,0.04)','rgba(56,189,248,0.18)'],
|
| 215 |
+
mid: ['rgba(251,146,60,0.07)','rgba(251,146,60,0.28)'],
|
| 216 |
+
high: ['rgba(239,68,68,0.11)', 'rgba(239,68,68,0.42)'],
|
| 217 |
+
};
|
| 218 |
+
for (const [bk,td] of Object.entries(buckets)) {
|
| 219 |
+
if (!td.xs.length) continue;
|
| 220 |
+
traces.push({
|
| 221 |
+
type:'scatter', mode:'lines',
|
| 222 |
+
x:td.xs, y:td.ys,
|
| 223 |
+
fill:'toself', fillcolor:fills[bk][0],
|
| 224 |
+
line:{color:fills[bk][1], width:0.7},
|
| 225 |
+
hoverinfo:'none', showlegend:false
|
| 226 |
+
});
|
| 227 |
+
}
|
| 228 |
+
|
| 229 |
+
// ── Edges: vertical (colored by K) and horizontal (faint) ────────────────
|
| 230 |
+
const vertX=[], vertY=[], horzX=[], horzY=[];
|
| 231 |
+
for (const [, s] of Object.entries(springs)) {
|
| 232 |
+
const lx = [s.u_px*sx, s.v_px*sx, null];
|
| 233 |
+
const ly = [s.u_py*sy, s.v_py*sy, null];
|
| 234 |
+
if (s.vert) { vertX.push(...lx); vertY.push(...ly); }
|
| 235 |
+
else { horzX.push(...lx); horzY.push(...ly); }
|
| 236 |
+
}
|
| 237 |
+
// Horizontal springs: static faint lines (no per-spring coloring needed)
|
| 238 |
+
if (horzX.length) traces.push({
|
| 239 |
+
type:'scatter', mode:'lines',
|
| 240 |
+
x:horzX, y:horzY,
|
| 241 |
+
line:{color:'rgba(51,65,85,0.5)', width:0.6},
|
| 242 |
+
hoverinfo:'none', showlegend:false
|
| 243 |
+
});
|
| 244 |
+
// Vertical springs: color by K (group into pos/neg buckets for speed)
|
| 245 |
+
const vBuckets = {};
|
| 246 |
+
for (const [, s] of Object.entries(springs)) {
|
| 247 |
+
if (!s.vert) continue;
|
| 248 |
+
const bk = s.k >= 0 ? Math.floor(s.k/3) : `n${Math.floor(-s.k/3)}`;
|
| 249 |
+
if (!vBuckets[bk]) vBuckets[bk] = {k:s.k, xs:[], ys:[]};
|
| 250 |
+
vBuckets[bk].xs.push(s.u_px*sx, s.v_px*sx, null);
|
| 251 |
+
vBuckets[bk].ys.push(s.u_py*sy, s.v_py*sy, null);
|
| 252 |
+
}
|
| 253 |
+
for (const [, b] of Object.entries(vBuckets)) {
|
| 254 |
+
const [col, wd] = edgeCol(b.k);
|
| 255 |
+
traces.push({type:'scatter', mode:'lines', x:b.xs, y:b.ys,
|
| 256 |
+
line:{color:col, width:wd}, hoverinfo:'none', showlegend:false});
|
| 257 |
+
}
|
| 258 |
+
|
| 259 |
+
// ── Nodes ─────────────────────────────────────────────────────────────────
|
| 260 |
+
const ns = Object.entries(nodes);
|
| 261 |
+
traces.push({
|
| 262 |
+
type:'scatter', mode:'markers+text',
|
| 263 |
+
x: ns.map(([,n]) => n.px*sx),
|
| 264 |
+
y: ns.map(([,n]) => n.py*sy),
|
| 265 |
+
text: ns.map(([,n]) => {
|
| 266 |
+
if (n.kind==='H') return '';
|
| 267 |
+
return `${n.kind}\n${n.x.toFixed(2)}`;
|
| 268 |
+
}),
|
| 269 |
+
textposition: ns.map(([,n]) => n.py>0 ? 'top center' : 'bottom center'),
|
| 270 |
+
textfont:{size:8, color: ns.map(([,n])=>KIND_COL[n.kind])},
|
| 271 |
+
marker:{
|
| 272 |
+
size: ns.map(([,n]) => KIND_SIZE[n.kind] + Math.min(n.vel*25, 6)),
|
| 273 |
+
color: ns.map(([,n]) => KIND_COL[n.kind]),
|
| 274 |
+
opacity:ns.map(([,n]) => 0.72 + Math.min(n.vel*2, 0.28)),
|
| 275 |
+
line:{
|
| 276 |
+
width:2,
|
| 277 |
+
color: ns.map(([,n]) => n.anchored ? '#ef4444' : '#22c55e')
|
| 278 |
+
}
|
| 279 |
+
},
|
| 280 |
+
hoverinfo:'none', showlegend:false
|
| 281 |
+
});
|
| 282 |
+
|
| 283 |
+
return traces;
|
| 284 |
+
}
|
| 285 |
+
|
| 286 |
+
const MESH_LAYOUT = {
|
| 287 |
+
margin:{l:4,r:4,t:4,b:4},
|
| 288 |
+
paper_bgcolor:'transparent', plot_bgcolor:'transparent',
|
| 289 |
+
xaxis:{visible:false, range:[-5,5]},
|
| 290 |
+
yaxis:{visible:false, range:[-5,5]},
|
| 291 |
+
showlegend:false,
|
| 292 |
+
};
|
| 293 |
+
const ERR_LAYOUT = {
|
| 294 |
+
margin:{l:26,r:4,t:2,b:8},
|
| 295 |
+
paper_bgcolor:'transparent', plot_bgcolor:'transparent',
|
| 296 |
+
xaxis:{visible:false},
|
| 297 |
+
yaxis:{color:'#334155',gridcolor:'#0f172a',
|
| 298 |
+
zeroline:true,zerolinecolor:'#22c55e',zerolinewidth:1},
|
| 299 |
+
showlegend:false,
|
| 300 |
+
};
|
| 301 |
+
|
| 302 |
+
let meshReady=false, errReady=false, lastW='';
|
| 303 |
+
|
| 304 |
+
// ── POLL ──────────────────────────────────────────────────────────────────────
|
| 305 |
setInterval(async () => {
|
| 306 |
try {
|
| 307 |
+
const r = await fetch('/state');
|
| 308 |
+
const d = await r.json();
|
| 309 |
+
|
| 310 |
+
// Sync N dial
|
| 311 |
+
curN = d.n;
|
| 312 |
+
document.getElementById('nDial').innerText = d.n;
|
| 313 |
+
|
| 314 |
+
// Header badges
|
| 315 |
+
document.getElementById('bN').innerText = `n:${d.n}`;
|
| 316 |
+
document.getElementById('bSpr').innerText = `K:${d.n_vert}v+${d.n_springs-d.n_vert}h`;
|
| 317 |
+
document.getElementById('bType').className = `pt pt-${d.cur_type||'avg'}`;
|
| 318 |
+
document.getElementById('bType').innerText = d.cur_type || '—';
|
| 319 |
+
const mc = {training:'bg-yellow-700 text-yellow-100',
|
| 320 |
+
inference:'bg-green-800 text-green-100',
|
| 321 |
+
idle:'bg-slate-800 text-slate-400'}[d.mode]||'bg-slate-800 text-slate-400';
|
| 322 |
+
const bm = document.getElementById('bMode');
|
| 323 |
+
bm.className = `px-1.5 py-0.5 rounded text-[8px] font-bold ${mc}`;
|
| 324 |
+
bm.innerText = d.mode?.toUpperCase()||'IDLE';
|
| 325 |
+
document.getElementById('dot').className = `w-2 h-2 rounded-full ${d.running?'bg-green-400':'bg-slate-700'}`;
|
| 326 |
+
document.getElementById('qLbl').innerText = `Q:${d.q_size}`;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 327 |
|
| 328 |
+
// Tension
|
| 329 |
+
const e = Math.abs(d.error);
|
| 330 |
+
const ec = e<0.025?'text-green-400':e<0.15?'text-yellow-400':'text-red-400';
|
| 331 |
+
document.getElementById('eBig').className = `text-xl font-bold ${ec} leading-none`;
|
| 332 |
+
document.getElementById('eBig').innerText = d.error.toFixed(4);
|
| 333 |
+
document.getElementById('pVal').innerText = `P:${(d.c_pred||[0]).map(v=>v.toFixed(3)).join(',')}`;
|
| 334 |
+
document.getElementById('tVal').innerText = d.c_tgt ? `T:${d.c_tgt.map(v=>v.toFixed(3)).join(',')}` : 'T:—';
|
| 335 |
+
document.getElementById('itLbl').innerText = `IT:${d.iter}`;
|
| 336 |
+
document.getElementById('sLbl').innerText = `S:${d.step_cnt}`;
|
| 337 |
+
|
| 338 |
+
// ── Nodes pane ───────────────────────────────────────────────────────────
|
| 339 |
+
// Build layer-by-layer HTML
|
| 340 |
+
let nh = '';
|
| 341 |
+
(d.widths||[]).forEach((w,ri)=>{
|
| 342 |
+
const kinds = Object.values(d.nodes||{}).filter(n=>n.row===ri);
|
| 343 |
+
if (kinds.length===0) return;
|
| 344 |
+
const k0 = kinds[0].kind;
|
| 345 |
+
if (k0==='H' && ri!==1) return; // only show first hidden row + A/B/C
|
| 346 |
+
kinds.forEach(n=>{
|
| 347 |
+
const icon = n.anchored ? '⊠' : '◎';
|
| 348 |
+
const ic = n.anchored ? 'text-red-400' : 'text-green-500';
|
| 349 |
+
const nc = {A:'text-orange-300',B:'text-purple-300',C:'text-sky-300',H:'text-green-400'}[n.kind];
|
| 350 |
+
nh += `<div class="flex justify-between items-center py-0.5 border-b border-slate-900/50">
|
| 351 |
+
<span class="${ic} text-[9px]">${icon}</span>
|
| 352 |
+
<span class="${nc} font-bold ml-1">${n.kind}[r${n.row}]</span>
|
| 353 |
+
<span class="text-white font-bold">${n.x.toFixed(4)}</span>
|
| 354 |
+
<span class="text-slate-600 text-[8px]">v=${n.vel.toFixed(3)}</span>
|
| 355 |
+
</div>`;
|
| 356 |
});
|
| 357 |
+
});
|
| 358 |
+
document.getElementById('pNodes').innerHTML = nh || '<div class="text-slate-700">No nodes loaded.</div>';
|
| 359 |
+
|
| 360 |
+
// ── Springs pane ─────────────────────────────────────────────────────────
|
| 361 |
+
let sh = '';
|
| 362 |
+
const sEntries = Object.entries(d.springs||{}).filter(([,s])=>s.vert).slice(0,50);
|
| 363 |
+
for (const [key,s] of sEntries) {
|
| 364 |
+
const kc = s.k<-0.5?'text-blue-300':s.k>3?'text-yellow-200':'text-purple-300';
|
| 365 |
+
const bw = Math.round(Math.min(Math.abs(s.k)/KCLIP,1)*56);
|
| 366 |
+
const bc = s.k<0?'bg-blue-700':'bg-amber-700';
|
| 367 |
+
const fc = s.fish>0.01?'text-orange-400':'text-slate-700';
|
| 368 |
+
sh += `<div class="flex items-center gap-1 py-0.5 border-b border-slate-900/40">
|
| 369 |
+
<div class="flex-grow h-1.5 bg-slate-900 rounded overflow-hidden">
|
| 370 |
+
<div class="${bc} h-full rounded" style="width:${bw}px"></div>
|
| 371 |
+
</div>
|
| 372 |
+
<span class="${kc} font-bold text-[9px] w-12 text-right">${s.k.toFixed(3)}</span>
|
| 373 |
+
<span class="${fc} text-[8px] w-12 text-right">F=${s.fish.toFixed(4)}</span>
|
| 374 |
+
</div>`;
|
| 375 |
+
}
|
| 376 |
+
if (!sh) sh='<div class="text-slate-700">No vertical springs yet.</div>';
|
| 377 |
+
document.getElementById('pSprings').innerHTML = sh;
|
| 378 |
|
| 379 |
+
// ── Accuracy pane ─────────────────────────────────────────────────────────
|
| 380 |
+
const acc=d.type_acc||{}, done=d.n_done||0;
|
| 381 |
+
let ah=`<div class="text-[9px] text-slate-500 mb-2">
|
| 382 |
+
Progress: <span class="text-white font-bold">${done}</span> / ${d.test_size||'?'}</div>`;
|
| 383 |
+
if (Object.keys(acc).length) {
|
| 384 |
+
const seen=Object.entries(acc).filter(([,v])=>!v.ood);
|
| 385 |
+
const ood =Object.entries(acc).filter(([,v])=> v.ood);
|
| 386 |
+
const row=([t,v])=>{
|
| 387 |
+
const ac=v.acc>=80?'text-green-400':v.acc>=50?'text-yellow-400':'text-red-400';
|
| 388 |
+
const b=v.ood?'<span class="ood">OOD</span>':'<span class="seen">SEEN</span>';
|
| 389 |
+
return `<tr class="border-b border-slate-900/60">
|
| 390 |
+
<td class="py-0.5"><span class="pt pt-${t}">${t}</span>${b}</td>
|
| 391 |
+
<td class="text-right text-slate-400">${v.n}</td>
|
| 392 |
+
<td class="text-right ${ac} font-bold">${v.acc}%</td>
|
| 393 |
+
<td class="text-right text-slate-400">${v.avg_err}</td>
|
| 394 |
+
<td class="text-right text-slate-600">${v.avg_steps}</td>
|
| 395 |
+
</tr>`;
|
| 396 |
};
|
| 397 |
+
ah+=`<table class="w-full text-[9px] border-collapse">
|
| 398 |
+
<tr class="text-slate-600 border-b border-slate-800 text-[8px]">
|
| 399 |
+
<th class="text-left">Type</th><th class="text-right">N</th>
|
| 400 |
+
<th class="text-right">Acc%</th><th class="text-right">Avg|e|</th><th class="text-right">Steps</th>
|
| 401 |
+
</tr>${seen.map(row).join('')}
|
| 402 |
+
${ood.length?`<tr><td colspan="5" class="pt-1 text-[8px] text-slate-600">── OOD (never seen) ──</td></tr>`:'' }
|
| 403 |
+
${ood.map(row).join('')}</table>`;
|
| 404 |
+
if (done>20) {
|
| 405 |
+
const oa=ood.reduce((s,[,v])=>s+v.acc*v.n,0)/Math.max(ood.reduce((s,[,v])=>s+v.n,0),1);
|
| 406 |
+
const sa=seen.reduce((s,[,v])=>s+v.acc*v.n,0)/Math.max(seen.reduce((s,[,v])=>s+v.n,0),1);
|
| 407 |
+
const vc=oa>=80?'text-green-400':oa>=50?'text-yellow-400':'text-red-400';
|
| 408 |
+
ah+=`<div class="mt-2 p-2 bg-slate-900 rounded text-[9px]">
|
| 409 |
+
<span class="${vc} font-bold">${oa>=80?'✓ Generalises OOD':'~ Partial generalisation'}</span>
|
| 410 |
+
<span class="text-slate-500 ml-2">seen:${sa.toFixed(0)}% OOD:${oa.toFixed(0)}%</span>
|
| 411 |
+
</div>`;
|
| 412 |
+
}
|
| 413 |
+
} else ah+='<div class="text-slate-700 text-[9px]">Run inference to see accuracy.</div>';
|
| 414 |
+
document.getElementById('pAcc').innerHTML=ah;
|
| 415 |
|
| 416 |
+
// ── Logs pane ─────────────────────────────────────────────────────────────
|
| 417 |
+
document.getElementById('pLogs').innerHTML=
|
| 418 |
+
d.logs.map(l=>`<div class="py-0.5 border-b border-slate-900/40">${l}</div>`).join('');
|
| 419 |
|
| 420 |
+
// ── Mesh plot ─────────────────────────────────────────────────────────────
|
| 421 |
+
const wKey = JSON.stringify(d.widths);
|
| 422 |
+
const traces = buildTraces(d.nodes||{}, d.springs||{}, d.triangles||[]);
|
| 423 |
+
if (!meshReady || wKey!==lastW) {
|
| 424 |
+
Plotly.newPlot('meshPlot', traces, MESH_LAYOUT, {displayModeBar:false, responsive:true});
|
| 425 |
+
meshReady=true; lastW=wKey;
|
| 426 |
+
} else {
|
| 427 |
+
Plotly.react('meshPlot', traces, MESH_LAYOUT);
|
| 428 |
+
}
|
| 429 |
|
| 430 |
+
// ── Error history ─────────────────────────────────────────────────────────
|
| 431 |
+
const hist=d.history||[];
|
| 432 |
+
const et={type:'scatter',mode:'lines',
|
| 433 |
+
x:hist.map((_,i)=>i),y:hist,
|
| 434 |
+
line:{color:'#f97316',width:1.5},
|
| 435 |
+
fill:'tozeroy',fillcolor:'rgba(249,115,22,0.07)'};
|
| 436 |
+
if (!errReady) {
|
| 437 |
+
Plotly.newPlot('errPlot',[et],ERR_LAYOUT,{displayModeBar:false,responsive:true});
|
| 438 |
+
errReady=true;
|
| 439 |
+
} else {
|
| 440 |
+
Plotly.react('errPlot',[et],ERR_LAYOUT);
|
| 441 |
+
}
|
| 442 |
+
} catch(_){}
|
| 443 |
+
}, 220);
|
| 444 |
</script>
|
| 445 |
</body>
|
| 446 |
</html>
|