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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=1.0" /> |
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<title>CTM Training Dashboard</title> |
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<style> |
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:root { |
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--bg-color: #f4f4f9; |
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--card-bg: #ffffff; |
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--text-color: #333; |
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--accent-color: #4a90e2; |
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--success-color: #2ecc71; |
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--font-family: "Segoe UI", Tahoma, Geneva, Verdana, sans-serif; |
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} |
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body { |
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font-family: var(--font-family); |
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background-color: var(--bg-color); |
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color: var(--text-color); |
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margin: 0; |
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padding: 20px; |
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line-height: 1.6; |
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} |
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.container { |
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max-width: 1200px; |
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margin: 0 auto; |
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} |
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header { |
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text-align: center; |
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margin-bottom: 40px; |
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} |
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h1 { |
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color: var(--accent-color); |
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margin-bottom: 10px; |
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} |
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.status-card { |
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background: var(--card-bg); |
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padding: 20px; |
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border-radius: 8px; |
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box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); |
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margin-bottom: 30px; |
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display: grid; |
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grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); |
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gap: 20px; |
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text-align: center; |
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} |
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.metric { |
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display: flex; |
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flex-direction: column; |
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} |
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.metric-label { |
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font-size: 0.9em; |
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color: #666; |
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} |
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.metric-value { |
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font-size: 1.5em; |
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font-weight: bold; |
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color: var(--text-color); |
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} |
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.plots-grid { |
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display: grid; |
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grid-template-columns: repeat(auto-fit, minmax(500px, 1fr)); |
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gap: 20px; |
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margin-bottom: 30px; |
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} |
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.plot-card { |
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background: var(--card-bg); |
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padding: 15px; |
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border-radius: 8px; |
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box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); |
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} |
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.plot-card img { |
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width: 100%; |
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height: auto; |
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border-radius: 4px; |
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} |
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.artifacts-section { |
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background: var(--card-bg); |
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padding: 20px; |
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border-radius: 8px; |
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box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); |
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text-align: center; |
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margin-bottom: 30px; |
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} |
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.btn { |
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display: inline-block; |
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padding: 10px 20px; |
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background-color: var(--accent-color); |
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color: white; |
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text-decoration: none; |
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border-radius: 5px; |
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margin: 0 10px; |
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transition: background-color 0.3s; |
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} |
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.btn:hover { |
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background-color: #357abd; |
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} |
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.gallery { |
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display: grid; |
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grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); |
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gap: 15px; |
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margin-top: 20px; |
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} |
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.gallery img { |
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width: 100%; |
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border-radius: 4px; |
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box-shadow: 0 1px 3px rgba(0, 0, 0, 0.1); |
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} |
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footer { |
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text-align: center; |
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margin-top: 50px; |
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color: #888; |
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font-size: 0.9em; |
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} |
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#last-updated { |
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font-size: 0.8em; |
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color: #999; |
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margin-top: 5px; |
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} |
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</style> |
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</head> |
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<body> |
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<div class="container"> |
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<header> |
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<h1>CTM Training Dashboard</h1> |
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<p>Real-time monitoring of Energy-Based Halting Experiment</p> |
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<div id="last-updated">Waiting for data...</div> |
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</header> |
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<div class="status-card" id="metrics-container"> |
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<div class="metric"> |
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<span class="metric-label">Iteration</span> |
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<span class="metric-value" id="iter">--</span> |
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</div> |
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<div class="metric"> |
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<span class="metric-label">Epoch</span> |
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<span class="metric-value" id="epoch">--</span> |
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</div> |
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<div class="metric"> |
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<span class="metric-label">Train Loss</span> |
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<span class="metric-value" id="train-loss">--</span> |
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</div> |
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<div class="metric"> |
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<span class="metric-label">Test Loss</span> |
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<span class="metric-value" id="test-loss">--</span> |
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</div> |
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<div class="metric"> |
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<span class="metric-label">Train Acc</span> |
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<span class="metric-value" id="train-acc">--</span> |
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</div> |
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<div class="metric"> |
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<span class="metric-label">Test Acc</span> |
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<span class="metric-value" id="test-acc">--</span> |
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</div> |
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</div> |
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<div class="plots-grid"> |
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<div class="plot-card"> |
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<h3>Loss History</h3> |
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<img |
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id="loss-plot" |
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src="logs/scratch/losses.png" |
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alt="Loss Plot" |
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onerror="this.src='https://via.placeholder.com/600x400?text=Waiting+for+Plots'" |
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/> |
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</div> |
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<div class="plot-card"> |
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<h3>Accuracy History</h3> |
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<img |
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id="acc-plot" |
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src="logs/scratch/accuracies.png" |
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alt="Accuracy Plot" |
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onerror="this.src='https://via.placeholder.com/600x400?text=Waiting+for+Plots'" |
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/> |
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</div> |
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</div> |
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<div class="artifacts-section"> |
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<h2>Artifacts & Downloads</h2> |
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<p>Download the latest model checkpoints and full logs.</p> |
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<a href="logs/scratch/artifacts.zip" class="btn" |
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>Download All Artifacts (.zip)</a |
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> |
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<a href="logs/scratch/checkpoint.pt" class="btn" |
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>Download Checkpoint (.pt)</a |
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> |
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</div> |
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<div class="artifacts-section"> |
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<h2>Attention Visualization</h2> |
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<p>Latest generated attention maps from the model.</p> |
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<div class="gallery" id="gif-gallery"> |
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<img |
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src="logs/scratch/0_attention.gif" |
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onerror="this.style.display='none'" |
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alt="Attention Map" |
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/> |
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</div> |
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</div> |
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</div> |
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<footer> |
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<p>Continuous Thought Machine Experiment</p> |
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</footer> |
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<script> |
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const LOG_DIR = "logs/scratch"; |
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async function updateDashboard() { |
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try { |
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const response = await fetch( |
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`${LOG_DIR}/status.json?t=${new Date().getTime()}` |
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); |
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if (!response.ok) throw new Error("Status file not found"); |
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const data = await response.json(); |
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document.getElementById( |
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"iter" |
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).textContent = `${data.iteration} / ${data.total_iterations}`; |
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document.getElementById("epoch").textContent = data.epoch; |
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document.getElementById("train-loss").textContent = parseFloat( |
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data.train_loss |
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).toFixed(4); |
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document.getElementById("test-loss").textContent = parseFloat( |
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data.test_loss |
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).toFixed(4); |
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const formatAcc = (acc) => { |
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if (Array.isArray(acc)) { |
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return (acc[acc.length - 1] * 100).toFixed(2) + "%"; |
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} |
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return (acc * 100).toFixed(2) + "%"; |
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}; |
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document.getElementById("train-acc").textContent = formatAcc( |
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data.train_accuracy |
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); |
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document.getElementById("test-acc").textContent = formatAcc( |
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data.test_accuracy |
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); |
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document.getElementById( |
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"last-updated" |
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).textContent = `Last updated: ${new Date().toLocaleTimeString()}`; |
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const timestamp = new Date().getTime(); |
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document.getElementById( |
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"loss-plot" |
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).src = `${LOG_DIR}/losses.png?t=${timestamp}`; |
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document.getElementById( |
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"acc-plot" |
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).src = `${LOG_DIR}/accuracies.png?t=${timestamp}`; |
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const gallery = document.getElementById("gif-gallery"); |
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gallery.innerHTML = `<img src="${LOG_DIR}/0_attention.gif?t=${timestamp}" onerror="this.style.display='none'" alt="Attention Map">`; |
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} catch (error) { |
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console.log("Waiting for training to start...", error); |
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document.getElementById("last-updated").textContent = |
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"Waiting for training to start..."; |
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} |
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} |
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setInterval(updateDashboard, 30000); |
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updateDashboard(); |
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</script> |
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</body> |
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</html> |
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